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copiapoasegmentation-v2

Image Segmentation
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segformer
vision
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copiapoasegmentation-v2

This model is a fine-tuned version of nvidia/mit-b0 on the aghent/copiapoa-semantic-v2 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0260
  • Mean Iou: 0.4072
  • Mean Accuracy: 0.8144
  • Overall Accuracy: 0.8144
  • Accuracy Base: 0
  • Accuracy Copiapoa: 0.8144
  • Iou Base: 0.0
  • Iou Copiapoa: 0.8144

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0001
  • train_batch_size: 2
  • eval_batch_size: 2
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss Mean Iou Mean Accuracy Overall Accuracy Accuracy Base Accuracy Copiapoa Iou Base Iou Copiapoa
0.2629 0.01 20 0.4533 0.3151 0.6301 0.6301 0 0.6301 0.0 0.6301
0.2944 0.01 40 0.1331 0.2715 0.5430 0.5430 0 0.5430 0.0 0.5430
0.1169 0.01 60 0.1411 0.3554 0.7109 0.7109 0 0.7109 0.0 0.7109
0.0947 0.02 80 0.1290 0.3582 0.7164 0.7164 0 0.7164 0.0 0.7164
0.078 0.03 100 0.1248 0.2776 0.5552 0.5552 0 0.5552 0.0 0.5552
0.1385 0.03 120 0.1285 0.3305 0.6610 0.6610 0 0.6610 0.0 0.6610
0.1006 0.04 140 0.1136 0.2467 0.4934 0.4934 0 0.4934 0.0 0.4934
0.0557 0.04 160 0.1026 0.2956 0.5912 0.5912 0 0.5912 0.0 0.5912
0.2698 0.04 180 0.1026 0.2561 0.5121 0.5121 0 0.5121 0.0 0.5121
0.0834 0.05 200 0.1162 0.4251 0.8501 0.8501 0 0.8501 0.0 0.8501
0.0637 0.06 220 0.0878 0.2270 0.4539 0.4539 0 0.4539 0.0 0.4539
0.029 0.06 240 0.0973 0.2616 0.5233 0.5233 0 0.5233 0.0 0.5233
0.0862 0.07 260 0.0875 0.2595 0.5189 0.5189 0 0.5189 0.0 0.5189
0.0417 0.07 280 0.1148 0.3413 0.6827 0.6827 0 0.6827 0.0 0.6827
0.0336 0.07 300 0.1169 0.4093 0.8186 0.8186 0 0.8186 0.0 0.8186
0.1021 0.08 320 0.0834 0.2955 0.5911 0.5911 0 0.5911 0.0 0.5911
0.1041 0.09 340 0.0869 0.3081 0.6162 0.6162 0 0.6162 0.0 0.6162
0.0152 0.09 360 0.0848 0.2025 0.4050 0.4050 0 0.4050 0.0 0.4050
0.0413 0.1 380 0.0867 0.2558 0.5115 0.5115 0 0.5115 0.0 0.5115
0.0259 0.1 400 0.0749 0.3763 0.7525 0.7525 0 0.7525 0.0 0.7525
0.0103 0.1 420 0.0882 0.2822 0.5644 0.5644 0 0.5644 0.0 0.5644
0.045 0.11 440 0.0837 0.2458 0.4916 0.4916 0 0.4916 0.0 0.4916
0.0239 0.12 460 0.0960 0.4065 0.8131 0.8131 0 0.8131 0.0 0.8131
0.0481 0.12 480 0.0797 0.3354 0.6708 0.6708 0 0.6708 0.0 0.6708
0.0282 0.12 500 0.0629 0.3325 0.6651 0.6651 0 0.6651 0.0 0.6651
0.0462 0.13 520 0.0787 0.3908 0.7816 0.7816 0 0.7816 0.0 0.7816
0.0427 0.14 540 0.0748 0.3312 0.6625 0.6625 0 0.6625 0.0 0.6625
0.0365 0.14 560 0.0746 0.2847 0.5695 0.5695 0 0.5695 0.0 0.5695
0.0431 0.14 580 0.0837 0.3805 0.7610 0.7610 0 0.7610 0.0 0.7610
0.013 0.15 600 0.0716 0.3881 0.7761 0.7761 0 0.7761 0.0 0.7761
0.0096 0.15 620 0.0769 0.3802 0.7605 0.7605 0 0.7605 0.0 0.7605
0.0367 0.16 640 0.0805 0.2356 0.4713 0.4713 0 0.4713 0.0 0.4713
0.086 0.17 660 0.0730 0.3081 0.6162 0.6162 0 0.6162 0.0 0.6162
0.0379 0.17 680 0.0727 0.3907 0.7815 0.7815 0 0.7815 0.0 0.7815
0.0228 0.17 700 0.0758 0.2583 0.5166 0.5166 0 0.5166 0.0 0.5166
0.03 0.18 720 0.0745 0.2139 0.4279 0.4279 0 0.4279 0.0 0.4279
0.0211 0.18 740 0.0542 0.3220 0.6441 0.6441 0 0.6441 0.0 0.6441
0.0343 0.19 760 0.0618 0.3857 0.7714 0.7714 0 0.7714 0.0 0.7714
0.0145 0.2 780 0.0839 0.2185 0.4371 0.4371 0 0.4371 0.0 0.4371
0.0239 0.2 800 0.0583 0.3063 0.6126 0.6126 0 0.6126 0.0 0.6126
0.0338 0.2 820 0.1278 0.0589 0.1178 0.1178 0 0.1178 0.0 0.1178
0.009 0.21 840 0.0566 0.3188 0.6376 0.6376 0 0.6376 0.0 0.6376
0.0072 0.21 860 0.0646 0.3872 0.7745 0.7745 0 0.7745 0.0 0.7745
0.0526 0.22 880 0.0598 0.3002 0.6005 0.6005 0 0.6005 0.0 0.6005
0.0057 0.23 900 0.0729 0.2569 0.5138 0.5138 0 0.5138 0.0 0.5138
0.0405 0.23 920 0.0624 0.3650 0.7299 0.7299 0 0.7299 0.0 0.7299
0.0501 0.23 940 0.0663 0.3295 0.6589 0.6589 0 0.6589 0.0 0.6589
0.0044 0.24 960 0.0677 0.3736 0.7471 0.7471 0 0.7471 0.0 0.7471
0.0371 0.24 980 0.0564 0.4100 0.8200 0.8200 0 0.8200 0.0 0.8200
0.0685 0.25 1000 0.0628 0.3961 0.7922 0.7922 0 0.7922 0.0 0.7922
0.0173 0.26 1020 0.0544 0.4103 0.8207 0.8207 0 0.8207 0.0 0.8207
0.0206 0.26 1040 0.0710 0.3315 0.6629 0.6629 0 0.6629 0.0 0.6629
0.0531 0.27 1060 0.0626 0.3801 0.7602 0.7602 0 0.7602 0.0 0.7602
0.0039 0.27 1080 0.0496 0.3548 0.7096 0.7096 0 0.7096 0.0 0.7096
0.0437 0.28 1100 0.0447 0.3750 0.7500 0.7500 0 0.7500 0.0 0.7500
0.0307 0.28 1120 0.0440 0.3722 0.7444 0.7444 0 0.7444 0.0 0.7444
0.0094 0.28 1140 0.0555 0.3227 0.6454 0.6454 0 0.6454 0.0 0.6454
0.0128 0.29 1160 0.0560 0.4210 0.8421 0.8421 0 0.8421 0.0 0.8421
0.0054 0.29 1180 0.0590 0.3126 0.6251 0.6251 0 0.6251 0.0 0.6251
0.0044 0.3 1200 0.0481 0.3290 0.6581 0.6581 0 0.6581 0.0 0.6581
0.0156 0.3 1220 0.0497 0.3050 0.6100 0.6100 0 0.6100 0.0 0.6100
0.0154 0.31 1240 0.0467 0.4135 0.8271 0.8271 0 0.8271 0.0 0.8271
0.0066 0.32 1260 0.0414 0.3998 0.7996 0.7996 0 0.7996 0.0 0.7996
0.0095 0.32 1280 0.0440 0.3148 0.6295 0.6295 0 0.6295 0.0 0.6295
0.0295 0.33 1300 0.0404 0.3751 0.7501 0.7501 0 0.7501 0.0 0.7501
0.0291 0.33 1320 0.0480 0.4061 0.8121 0.8121 0 0.8121 0.0 0.8121
0.0155 0.34 1340 0.0471 0.3720 0.7440 0.7440 0 0.7440 0.0 0.7440
0.0308 0.34 1360 0.0412 0.4076 0.8152 0.8152 0 0.8152 0.0 0.8152
0.0171 0.34 1380 0.0389 0.3109 0.6219 0.6219 0 0.6219 0.0 0.6219
0.004 0.35 1400 0.0426 0.3646 0.7291 0.7291 0 0.7291 0.0 0.7291
0.0037 0.35 1420 0.0413 0.3760 0.7521 0.7521 0 0.7521 0.0 0.7521
0.0263 0.36 1440 0.0388 0.4077 0.8154 0.8154 0 0.8154 0.0 0.8154
0.0038 0.36 1460 0.0369 0.3873 0.7747 0.7747 0 0.7747 0.0 0.7747
0.0793 0.37 1480 0.0407 0.3635 0.7271 0.7271 0 0.7271 0.0 0.7271
0.0106 0.38 1500 0.0441 0.4350 0.8700 0.8700 0 0.8700 0.0 0.8700
0.057 0.38 1520 0.0520 0.4365 0.8730 0.8730 0 0.8730 0.0 0.8730
0.1651 0.39 1540 0.0476 0.3518 0.7035 0.7035 0 0.7035 0.0 0.7035
0.0194 0.39 1560 0.0508 0.4092 0.8185 0.8185 0 0.8185 0.0 0.8185
0.0175 0.4 1580 0.0357 0.3900 0.7799 0.7799 0 0.7799 0.0 0.7799
0.0345 0.4 1600 0.0408 0.3883 0.7765 0.7765 0 0.7765 0.0 0.7765
0.0036 0.41 1620 0.0352 0.3973 0.7947 0.7947 0 0.7947 0.0 0.7947
0.0293 0.41 1640 0.0358 0.4195 0.8391 0.8391 0 0.8391 0.0 0.8391
0.0048 0.41 1660 0.0392 0.3770 0.7541 0.7541 0 0.7541 0.0 0.7541
0.0147 0.42 1680 0.0368 0.4275 0.8550 0.8550 0 0.8550 0.0 0.8550
0.0185 0.42 1700 0.0355 0.3608 0.7217 0.7217 0 0.7217 0.0 0.7217
0.0416 0.43 1720 0.0365 0.4018 0.8037 0.8037 0 0.8037 0.0 0.8037
0.6987 0.43 1740 0.0374 0.4013 0.8025 0.8025 0 0.8025 0.0 0.8025
0.0423 0.44 1760 0.0398 0.4035 0.8070 0.8070 0 0.8070 0.0 0.8070
0.0272 0.45 1780 0.0393 0.3845 0.7690 0.7690 0 0.7690 0.0 0.7690
0.0605 0.45 1800 0.0371 0.3708 0.7417 0.7417 0 0.7417 0.0 0.7417
0.0266 0.46 1820 0.0444 0.4486 0.8973 0.8973 0 0.8973 0.0 0.8973
0.0181 0.46 1840 0.0335 0.3850 0.7701 0.7701 0 0.7701 0.0 0.7701
0.0283 0.47 1860 0.0357 0.4047 0.8094 0.8094 0 0.8094 0.0 0.8094
0.0572 0.47 1880 0.0332 0.3970 0.7940 0.7940 0 0.7940 0.0 0.7940
0.0368 0.47 1900 0.0289 0.3951 0.7902 0.7902 0 0.7902 0.0 0.7902
0.0316 0.48 1920 0.0292 0.3848 0.7697 0.7697 0 0.7697 0.0 0.7697
0.0112 0.48 1940 0.0324 0.3848 0.7696 0.7696 0 0.7696 0.0 0.7696
0.0127 0.49 1960 0.0357 0.4313 0.8625 0.8625 0 0.8625 0.0 0.8625
0.0096 0.49 1980 0.0330 0.3824 0.7648 0.7648 0 0.7648 0.0 0.7648
0.04 0.5 2000 0.0570 0.4114 0.8228 0.8228 0 0.8228 0.0 0.8228
0.0049 0.51 2020 0.0369 0.3832 0.7663 0.7663 0 0.7663 0.0 0.7663
0.0147 0.51 2040 0.0343 0.3966 0.7931 0.7931 0 0.7931 0.0 0.7931
0.0115 0.52 2060 0.0340 0.4060 0.8120 0.8120 0 0.8120 0.0 0.8120
0.0075 0.52 2080 0.0340 0.4117 0.8233 0.8233 0 0.8233 0.0 0.8233
0.0806 0.53 2100 0.0421 0.3792 0.7584 0.7584 0 0.7584 0.0 0.7584
0.0168 0.53 2120 0.0395 0.4166 0.8333 0.8333 0 0.8333 0.0 0.8333
0.0024 0.54 2140 0.0406 0.3218 0.6435 0.6435 0 0.6435 0.0 0.6435
0.0078 0.54 2160 0.0326 0.3828 0.7657 0.7657 0 0.7657 0.0 0.7657
0.0268 0.55 2180 0.0287 0.4233 0.8467 0.8467 0 0.8467 0.0 0.8467
0.0248 0.55 2200 0.0295 0.4103 0.8207 0.8207 0 0.8207 0.0 0.8207
0.013 0.56 2220 0.0357 0.3595 0.7190 0.7190 0 0.7190 0.0 0.7190
0.0249 0.56 2240 0.0326 0.3931 0.7862 0.7862 0 0.7862 0.0 0.7862
0.0625 0.56 2260 0.0307 0.3953 0.7907 0.7907 0 0.7907 0.0 0.7907
0.0049 0.57 2280 0.0323 0.3979 0.7958 0.7958 0 0.7958 0.0 0.7958
0.0082 0.57 2300 0.0331 0.4063 0.8126 0.8126 0 0.8126 0.0 0.8126
0.0282 0.58 2320 0.0340 0.3811 0.7622 0.7622 0 0.7622 0.0 0.7622
0.0307 0.58 2340 0.0356 0.4012 0.8024 0.8024 0 0.8024 0.0 0.8024
0.0114 0.59 2360 0.0335 0.3678 0.7356 0.7356 0 0.7356 0.0 0.7356
0.0064 0.59 2380 0.0325 0.4073 0.8147 0.8147 0 0.8147 0.0 0.8147
0.0399 0.6 2400 0.0319 0.4113 0.8225 0.8225 0 0.8225 0.0 0.8225
0.0122 0.6 2420 0.0300 0.3949 0.7897 0.7897 0 0.7897 0.0 0.7897
0.0082 0.61 2440 0.0342 0.4064 0.8129 0.8129 0 0.8129 0.0 0.8129
0.0133 0.61 2460 0.0338 0.3767 0.7534 0.7534 0 0.7534 0.0 0.7534
0.0065 0.62 2480 0.0387 0.3430 0.6861 0.6861 0 0.6861 0.0 0.6861
0.005 0.62 2500 0.0323 0.4169 0.8338 0.8338 0 0.8338 0.0 0.8338
0.0547 0.63 2520 0.0339 0.3807 0.7614 0.7614 0 0.7614 0.0 0.7614
0.0234 0.64 2540 0.0314 0.3958 0.7915 0.7915 0 0.7915 0.0 0.7915
0.1116 0.64 2560 0.0381 0.3175 0.6350 0.6350 0 0.6350 0.0 0.6350
0.0215 0.65 2580 0.0311 0.4155 0.8310 0.8310 0 0.8310 0.0 0.8310
0.0115 0.65 2600 0.0364 0.4316 0.8633 0.8633 0 0.8633 0.0 0.8633
0.0128 0.66 2620 0.0307 0.3911 0.7822 0.7822 0 0.7822 0.0 0.7822
0.0258 0.66 2640 0.0327 0.3413 0.6827 0.6827 0 0.6827 0.0 0.6827
0.0221 0.67 2660 0.0313 0.3929 0.7858 0.7858 0 0.7858 0.0 0.7858
0.0383 0.67 2680 0.0382 0.4442 0.8883 0.8883 0 0.8883 0.0 0.8883
0.0096 0.68 2700 0.0320 0.3947 0.7894 0.7894 0 0.7894 0.0 0.7894
0.0735 0.68 2720 0.0313 0.3720 0.7439 0.7439 0 0.7439 0.0 0.7439
0.0131 0.69 2740 0.0354 0.4147 0.8293 0.8293 0 0.8293 0.0 0.8293
0.0098 0.69 2760 0.0317 0.3691 0.7382 0.7382 0 0.7382 0.0 0.7382
0.0221 0.69 2780 0.0332 0.4307 0.8614 0.8614 0 0.8614 0.0 0.8614
0.0088 0.7 2800 0.0359 0.3739 0.7477 0.7477 0 0.7477 0.0 0.7477
0.0186 0.7 2820 0.0326 0.4197 0.8393 0.8393 0 0.8393 0.0 0.8393
0.0384 0.71 2840 0.0311 0.3732 0.7465 0.7465 0 0.7465 0.0 0.7465
0.0051 0.71 2860 0.0304 0.4054 0.8108 0.8108 0 0.8108 0.0 0.8108
0.0161 0.72 2880 0.0289 0.4257 0.8513 0.8513 0 0.8513 0.0 0.8513
0.0203 0.72 2900 0.0297 0.3803 0.7606 0.7606 0 0.7606 0.0 0.7606
0.073 0.73 2920 0.0323 0.4283 0.8566 0.8566 0 0.8566 0.0 0.8566
0.0175 0.73 2940 0.0304 0.3816 0.7632 0.7632 0 0.7632 0.0 0.7632
0.0521 0.74 2960 0.0318 0.3674 0.7349 0.7349 0 0.7349 0.0 0.7349
0.0245 0.74 2980 0.0338 0.4159 0.8318 0.8318 0 0.8318 0.0 0.8318
0.0484 0.75 3000 0.0396 0.3929 0.7858 0.7858 0 0.7858 0.0 0.7858
0.0173 0.76 3020 0.0315 0.3739 0.7477 0.7477 0 0.7477 0.0 0.7477
0.0015 0.76 3040 0.0332 0.4144 0.8287 0.8287 0 0.8287 0.0 0.8287
0.0147 0.77 3060 0.0308 0.4103 0.8206 0.8206 0 0.8206 0.0 0.8206
0.014 0.77 3080 0.0289 0.3964 0.7929 0.7929 0 0.7929 0.0 0.7929
0.005 0.78 3100 0.0293 0.4181 0.8361 0.8361 0 0.8361 0.0 0.8361
0.0054 0.78 3120 0.0290 0.4003 0.8005 0.8005 0 0.8005 0.0 0.8005
0.0012 0.79 3140 0.0329 0.4340 0.8679 0.8679 0 0.8679 0.0 0.8679
0.0155 0.79 3160 0.0295 0.3905 0.7811 0.7811 0 0.7811 0.0 0.7811
0.0112 0.8 3180 0.0295 0.4029 0.8059 0.8059 0 0.8059 0.0 0.8059
0.0257 0.8 3200 0.0311 0.3954 0.7908 0.7908 0 0.7908 0.0 0.7908
0.0118 0.81 3220 0.0323 0.4320 0.8640 0.8640 0 0.8640 0.0 0.8640
0.0164 0.81 3240 0.0301 0.4167 0.8334 0.8334 0 0.8334 0.0 0.8334
0.0047 0.81 3260 0.0315 0.4272 0.8543 0.8543 0 0.8543 0.0 0.8543
0.0056 0.82 3280 0.0282 0.3546 0.7093 0.7093 0 0.7093 0.0 0.7093
0.0051 0.82 3300 0.0272 0.4208 0.8416 0.8416 0 0.8416 0.0 0.8416
0.0133 0.83 3320 0.0262 0.4057 0.8113 0.8113 0 0.8113 0.0 0.8113
0.0148 0.83 3340 0.0269 0.4010 0.8020 0.8020 0 0.8020 0.0 0.8020
0.0201 0.84 3360 0.0289 0.4316 0.8631 0.8631 0 0.8631 0.0 0.8631
0.0149 0.84 3380 0.0291 0.3993 0.7986 0.7986 0 0.7986 0.0 0.7986
0.0334 0.85 3400 0.0306 0.4348 0.8696 0.8696 0 0.8696 0.0 0.8696
0.0048 0.85 3420 0.0316 0.3603 0.7207 0.7207 0 0.7207 0.0 0.7207
0.0265 0.86 3440 0.0281 0.4053 0.8106 0.8106 0 0.8106 0.0 0.8106
0.0119 0.86 3460 0.0327 0.3441 0.6881 0.6881 0 0.6881 0.0 0.6881
0.0758 0.87 3480 0.0271 0.4105 0.8209 0.8209 0 0.8209 0.0 0.8209
0.0128 0.88 3500 0.0271 0.4220 0.8441 0.8441 0 0.8441 0.0 0.8441
0.0237 0.88 3520 0.0274 0.4160 0.8320 0.8320 0 0.8320 0.0 0.8320
0.0207 0.89 3540 0.0257 0.3978 0.7956 0.7956 0 0.7956 0.0 0.7956
0.0061 0.89 3560 0.0262 0.3959 0.7918 0.7918 0 0.7918 0.0 0.7918
0.0129 0.9 3580 0.0265 0.4004 0.8009 0.8009 0 0.8009 0.0 0.8009
0.0114 0.9 3600 0.0275 0.4070 0.8140 0.8140 0 0.8140 0.0 0.8140
0.0374 0.91 3620 0.0312 0.4318 0.8635 0.8635 0 0.8635 0.0 0.8635
0.0122 0.91 3640 0.0271 0.3678 0.7355 0.7355 0 0.7355 0.0 0.7355
0.0199 0.92 3660 0.0266 0.4259 0.8518 0.8518 0 0.8518 0.0 0.8518
0.0097 0.92 3680 0.0255 0.3968 0.7936 0.7936 0 0.7936 0.0 0.7936
0.0061 0.93 3700 0.0283 0.4337 0.8673 0.8673 0 0.8673 0.0 0.8673
0.0058 0.93 3720 0.0262 0.3772 0.7545 0.7545 0 0.7545 0.0 0.7545
0.0221 0.94 3740 0.0283 0.4131 0.8263 0.8263 0 0.8263 0.0 0.8263
0.018 0.94 3760 0.0255 0.3953 0.7906 0.7906 0 0.7906 0.0 0.7906
0.0094 0.94 3780 0.0267 0.4129 0.8258 0.8258 0 0.8258 0.0 0.8258
0.0266 0.95 3800 0.0251 0.4024 0.8049 0.8049 0 0.8049 0.0 0.8049
0.0199 0.95 3820 0.0268 0.4048 0.8095 0.8095 0 0.8095 0.0 0.8095
0.0482 0.96 3840 0.0279 0.4079 0.8158 0.8158 0 0.8158 0.0 0.8158
0.0119 0.96 3860 0.0292 0.3733 0.7467 0.7467 0 0.7467 0.0 0.7467
0.0364 0.97 3880 0.0279 0.4272 0.8544 0.8544 0 0.8544 0.0 0.8544
0.0432 0.97 3900 0.0283 0.4249 0.8498 0.8498 0 0.8498 0.0 0.8498
0.0124 0.98 3920 0.0300 0.4371 0.8741 0.8741 0 0.8741 0.0 0.8741
0.0051 0.98 3940 0.0290 0.4057 0.8114 0.8114 0 0.8114 0.0 0.8114
0.0048 0.99 3960 0.0271 0.4212 0.8423 0.8423 0 0.8423 0.0 0.8423
0.0155 0.99 3980 0.0316 0.4002 0.8004 0.8004 0 0.8004 0.0 0.8004
0.021 1.0 4000 0.0369 0.4362 0.8724 0.8724 0 0.8724 0.0 0.8724
0.022 1.0 4020 0.0295 0.4042 0.8084 0.8084 0 0.8084 0.0 0.8084
0.0023 1.01 4040 0.0301 0.4203 0.8407 0.8407 0 0.8407 0.0 0.8407
0.0052 1.01 4060 0.0291 0.4057 0.8114 0.8114 0 0.8114 0.0 0.8114
0.0046 1.02 4080 0.0283 0.3985 0.7970 0.7970 0 0.7970 0.0 0.7970
0.0119 1.02 4100 0.0301 0.3844 0.7688 0.7688 0 0.7688 0.0 0.7688
0.0123 1.03 4120 0.0299 0.3966 0.7932 0.7932 0 0.7932 0.0 0.7932
0.0097 1.03 4140 0.0300 0.3914 0.7828 0.7828 0 0.7828 0.0 0.7828
0.0187 1.04 4160 0.0278 0.4304 0.8607 0.8607 0 0.8607 0.0 0.8607
0.0315 1.04 4180 0.0279 0.4016 0.8031 0.8031 0 0.8031 0.0 0.8031
0.0076 1.05 4200 0.0341 0.3701 0.7402 0.7402 0 0.7402 0.0 0.7402
0.0038 1.05 4220 0.0276 0.4202 0.8405 0.8405 0 0.8405 0.0 0.8405
0.014 1.06 4240 0.0274 0.4218 0.8435 0.8435 0 0.8435 0.0 0.8435
0.0095 1.06 4260 0.0277 0.4308 0.8617 0.8617 0 0.8617 0.0 0.8617
0.982 1.07 4280 0.0281 0.3982 0.7963 0.7963 0 0.7963 0.0 0.7963
0.0277 1.07 4300 0.0305 0.3825 0.7651 0.7651 0 0.7651 0.0 0.7651
0.0239 1.08 4320 0.0295 0.4172 0.8344 0.8344 0 0.8344 0.0 0.8344
0.019 1.08 4340 0.0284 0.3915 0.7830 0.7830 0 0.7830 0.0 0.7830
0.0131 1.09 4360 0.0276 0.3803 0.7606 0.7606 0 0.7606 0.0 0.7606
0.0196 1.09 4380 0.0284 0.4211 0.8422 0.8422 0 0.8422 0.0 0.8422
0.0242 1.1 4400 0.0281 0.3967 0.7935 0.7935 0 0.7935 0.0 0.7935
0.0636 1.1 4420 0.0314 0.4396 0.8792 0.8792 0 0.8792 0.0 0.8792
0.0081 1.11 4440 0.0266 0.4078 0.8157 0.8157 0 0.8157 0.0 0.8157
0.0034 1.11 4460 0.0302 0.3521 0.7043 0.7043 0 0.7043 0.0 0.7043
0.0146 1.12 4480 0.0333 0.4120 0.8240 0.8240 0 0.8240 0.0 0.8240
0.0375 1.12 4500 0.0302 0.3908 0.7815 0.7815 0 0.7815 0.0 0.7815
0.0035 1.13 4520 0.0302 0.4196 0.8392 0.8392 0 0.8392 0.0 0.8392
0.007 1.14 4540 0.0311 0.3889 0.7778 0.7778 0 0.7778 0.0 0.7778
0.0063 1.14 4560 0.0318 0.3963 0.7926 0.7926 0 0.7926 0.0 0.7926
0.0195 1.15 4580 0.0296 0.3929 0.7859 0.7859 0 0.7859 0.0 0.7859
0.0271 1.15 4600 0.0315 0.4263 0.8526 0.8526 0 0.8526 0.0 0.8526
0.0344 1.16 4620 0.0280 0.3832 0.7664 0.7664 0 0.7664 0.0 0.7664
0.0305 1.16 4640 0.0260 0.4032 0.8063 0.8063 0 0.8063 0.0 0.8063
0.2884 1.17 4660 0.0278 0.4182 0.8363 0.8363 0 0.8363 0.0 0.8363
0.0069 1.17 4680 0.0289 0.3809 0.7619 0.7619 0 0.7619 0.0 0.7619
0.0513 1.18 4700 0.0280 0.4118 0.8237 0.8237 0 0.8237 0.0 0.8237
0.0124 1.18 4720 0.0294 0.3610 0.7219 0.7219 0 0.7219 0.0 0.7219
0.0867 1.19 4740 0.0338 0.4466 0.8932 0.8932 0 0.8932 0.0 0.8932
0.0059 1.19 4760 0.0302 0.4172 0.8345 0.8345 0 0.8345 0.0 0.8345
0.0067 1.2 4780 0.0292 0.4079 0.8158 0.8158 0 0.8158 0.0 0.8158
0.0602 1.2 4800 0.0284 0.4186 0.8371 0.8371 0 0.8371 0.0 0.8371
0.0003 1.21 4820 0.0299 0.4058 0.8115 0.8115 0 0.8115 0.0 0.8115
0.0373 1.21 4840 0.0280 0.4043 0.8086 0.8086 0 0.8086 0.0 0.8086
0.0311 1.22 4860 0.0345 0.3892 0.7783 0.7783 0 0.7783 0.0 0.7783
0.022 1.22 4880 0.0305 0.4243 0.8485 0.8485 0 0.8485 0.0 0.8485
0.0105 1.23 4900 0.0275 0.4113 0.8226 0.8226 0 0.8226 0.0 0.8226
0.0319 1.23 4920 0.0272 0.4146 0.8291 0.8291 0 0.8291 0.0 0.8291
0.023 1.23 4940 0.0290 0.4314 0.8629 0.8629 0 0.8629 0.0 0.8629
0.001 1.24 4960 0.0287 0.4124 0.8248 0.8248 0 0.8248 0.0 0.8248
0.0274 1.25 4980 0.0285 0.4402 0.8804 0.8804 0 0.8804 0.0 0.8804
0.022 1.25 5000 0.0285 0.4321 0.8643 0.8643 0 0.8643 0.0 0.8643
0.0029 1.25 5020 0.0296 0.4075 0.8150 0.8150 0 0.8150 0.0 0.8150
0.0227 1.26 5040 0.0287 0.4146 0.8293 0.8293 0 0.8293 0.0 0.8293
0.0138 1.27 5060 0.0276 0.4092 0.8184 0.8184 0 0.8184 0.0 0.8184
0.0057 1.27 5080 0.0285 0.3968 0.7935 0.7935 0 0.7935 0.0 0.7935
0.0064 1.27 5100 0.0289 0.4018 0.8036 0.8036 0 0.8036 0.0 0.8036
0.0117 1.28 5120 0.0259 0.3939 0.7878 0.7878 0 0.7878 0.0 0.7878
0.0107 1.28 5140 0.0299 0.3733 0.7467 0.7467 0 0.7467 0.0 0.7467
0.049 1.29 5160 0.0308 0.4260 0.8520 0.8520 0 0.8520 0.0 0.8520
0.0152 1.29 5180 0.0303 0.4130 0.8261 0.8261 0 0.8261 0.0 0.8261
0.0141 1.3 5200 0.0283 0.3902 0.7804 0.7804 0 0.7804 0.0 0.7804
0.0027 1.3 5220 0.0300 0.3815 0.7630 0.7630 0 0.7630 0.0 0.7630
0.0195 1.31 5240 0.0283 0.4073 0.8146 0.8146 0 0.8146 0.0 0.8146
0.0226 1.31 5260 0.0283 0.4076 0.8153 0.8153 0 0.8153 0.0 0.8153
0.0089 1.32 5280 0.0284 0.4240 0.8479 0.8479 0 0.8479 0.0 0.8479
0.016 1.32 5300 0.0282 0.4209 0.8418 0.8418 0 0.8418 0.0 0.8418
0.0239 1.33 5320 0.0261 0.3951 0.7902 0.7902 0 0.7902 0.0 0.7902
0.0195 1.33 5340 0.0259 0.4052 0.8105 0.8105 0 0.8105 0.0 0.8105
0.0013 1.34 5360 0.0275 0.3912 0.7825 0.7825 0 0.7825 0.0 0.7825
0.0072 1.34 5380 0.0262 0.4227 0.8454 0.8454 0 0.8454 0.0 0.8454
0.0583 1.35 5400 0.0268 0.4100 0.8201 0.8201 0 0.8201 0.0 0.8201
0.0041 1.35 5420 0.0285 0.4122 0.8243 0.8243 0 0.8243 0.0 0.8243
0.0176 1.36 5440 0.0269 0.3979 0.7959 0.7959 0 0.7959 0.0 0.7959
0.0201 1.36 5460 0.0320 0.4070 0.8139 0.8139 0 0.8139 0.0 0.8139
0.0107 1.37 5480 0.0284 0.3951 0.7902 0.7902 0 0.7902 0.0 0.7902
0.0045 1.38 5500 0.0294 0.4260 0.8520 0.8520 0 0.8520 0.0 0.8520
0.0141 1.38 5520 0.0301 0.3749 0.7497 0.7497 0 0.7497 0.0 0.7497
0.0237 1.39 5540 0.0265 0.3718 0.7436 0.7436 0 0.7436 0.0 0.7436
0.0389 1.39 5560 0.0245 0.4098 0.8196 0.8196 0 0.8196 0.0 0.8196
0.0093 1.4 5580 0.0238 0.4220 0.8441 0.8441 0 0.8441 0.0 0.8441
0.0337 1.4 5600 0.0247 0.3781 0.7563 0.7563 0 0.7563 0.0 0.7563
0.0081 1.41 5620 0.0254 0.4218 0.8436 0.8436 0 0.8436 0.0 0.8436
0.0116 1.41 5640 0.0274 0.4347 0.8693 0.8693 0 0.8693 0.0 0.8693
0.0226 1.42 5660 0.0258 0.4089 0.8177 0.8177 0 0.8177 0.0 0.8177
0.0015 1.42 5680 0.0254 0.3819 0.7638 0.7638 0 0.7638 0.0 0.7638
0.0415 1.43 5700 0.0302 0.3225 0.6451 0.6451 0 0.6451 0.0 0.6451
0.0313 1.43 5720 0.0283 0.4272 0.8545 0.8545 0 0.8545 0.0 0.8545
0.0166 1.44 5740 0.0245 0.4022 0.8044 0.8044 0 0.8044 0.0 0.8044
0.003 1.44 5760 0.0257 0.4307 0.8614 0.8614 0 0.8614 0.0 0.8614
0.0179 1.45 5780 0.0249 0.4269 0.8539 0.8539 0 0.8539 0.0 0.8539
0.0107 1.45 5800 0.0249 0.4175 0.8349 0.8349 0 0.8349 0.0 0.8349
0.01 1.46 5820 0.0253 0.4083 0.8166 0.8166 0 0.8166 0.0 0.8166
0.0153 1.46 5840 0.0250 0.4077 0.8154 0.8154 0 0.8154 0.0 0.8154
0.0091 1.47 5860 0.0295 0.4360 0.8720 0.8720 0 0.8720 0.0 0.8720
0.0291 1.47 5880 0.0237 0.4139 0.8278 0.8278 0 0.8278 0.0 0.8278
0.0448 1.48 5900 0.0236 0.4065 0.8130 0.8130 0 0.8130 0.0 0.8130
0.0021 1.48 5920 0.0242 0.3986 0.7972 0.7972 0 0.7972 0.0 0.7972
0.0007 1.48 5940 0.0256 0.4192 0.8384 0.8384 0 0.8384 0.0 0.8384
0.031 1.49 5960 0.0240 0.4016 0.8032 0.8032 0 0.8032 0.0 0.8032
0.0253 1.5 5980 0.0258 0.4264 0.8529 0.8529 0 0.8529 0.0 0.8529
0.0181 1.5 6000 0.0268 0.3603 0.7207 0.7207 0 0.7207 0.0 0.7207
0.0142 1.5 6020 0.0265 0.3961 0.7922 0.7922 0 0.7922 0.0 0.7922
0.0042 1.51 6040 0.0264 0.3861 0.7721 0.7721 0 0.7721 0.0 0.7721
0.028 1.52 6060 0.0262 0.3958 0.7916 0.7916 0 0.7916 0.0 0.7916
0.0142 1.52 6080 0.0256 0.3957 0.7914 0.7914 0 0.7914 0.0 0.7914
0.0031 1.52 6100 0.0260 0.4080 0.8161 0.8161 0 0.8161 0.0 0.8161
0.0199 1.53 6120 0.0261 0.4256 0.8512 0.8512 0 0.8512 0.0 0.8512
0.0367 1.54 6140 0.0237 0.4201 0.8402 0.8402 0 0.8402 0.0 0.8402
0.0067 1.54 6160 0.0253 0.3836 0.7673 0.7673 0 0.7673 0.0 0.7673
0.0097 1.54 6180 0.0256 0.4054 0.8108 0.8108 0 0.8108 0.0 0.8108
0.0089 1.55 6200 0.0257 0.3803 0.7606 0.7606 0 0.7606 0.0 0.7606
0.0246 1.56 6220 0.0251 0.4154 0.8308 0.8308 0 0.8308 0.0 0.8308
0.0142 1.56 6240 0.0261 0.4162 0.8323 0.8323 0 0.8323 0.0 0.8323
0.0064 1.56 6260 0.0253 0.4021 0.8042 0.8042 0 0.8042 0.0 0.8042
0.0164 1.57 6280 0.0247 0.4057 0.8115 0.8115 0 0.8115 0.0 0.8115
0.0045 1.57 6300 0.0256 0.3977 0.7953 0.7953 0 0.7953 0.0 0.7953
0.0291 1.58 6320 0.0296 0.4344 0.8688 0.8688 0 0.8688 0.0 0.8688
0.0503 1.58 6340 0.0251 0.3879 0.7758 0.7758 0 0.7758 0.0 0.7758
0.0104 1.59 6360 0.0290 0.3802 0.7604 0.7604 0 0.7604 0.0 0.7604
0.0176 1.59 6380 0.0257 0.4071 0.8141 0.8141 0 0.8141 0.0 0.8141
0.0044 1.6 6400 0.0262 0.4204 0.8409 0.8409 0 0.8409 0.0 0.8409
0.039 1.6 6420 0.0293 0.3601 0.7201 0.7201 0 0.7201 0.0 0.7201
0.0006 1.61 6440 0.0274 0.4360 0.8720 0.8720 0 0.8720 0.0 0.8720
0.0086 1.61 6460 0.0256 0.4133 0.8266 0.8266 0 0.8266 0.0 0.8266
0.0033 1.62 6480 0.0263 0.4114 0.8228 0.8228 0 0.8228 0.0 0.8228
0.0166 1.62 6500 0.0266 0.4167 0.8334 0.8334 0 0.8334 0.0 0.8334
0.0458 1.63 6520 0.0260 0.3949 0.7898 0.7898 0 0.7898 0.0 0.7898
0.0119 1.64 6540 0.0263 0.4240 0.8480 0.8480 0 0.8480 0.0 0.8480
0.0497 1.64 6560 0.0263 0.4012 0.8024 0.8024 0 0.8024 0.0 0.8024
0.0126 1.65 6580 0.0263 0.4013 0.8026 0.8026 0 0.8026 0.0 0.8026
0.0115 1.65 6600 0.0258 0.3957 0.7914 0.7914 0 0.7914 0.0 0.7914
0.0175 1.66 6620 0.0260 0.4082 0.8164 0.8164 0 0.8164 0.0 0.8164
0.0045 1.66 6640 0.0246 0.4162 0.8323 0.8323 0 0.8323 0.0 0.8323
0.0506 1.67 6660 0.0254 0.4186 0.8372 0.8372 0 0.8372 0.0 0.8372
0.0205 1.67 6680 0.0271 0.4006 0.8012 0.8012 0 0.8012 0.0 0.8012
0.0196 1.68 6700 0.0269 0.4278 0.8555 0.8555 0 0.8555 0.0 0.8555
0.0088 1.68 6720 0.0252 0.4241 0.8482 0.8482 0 0.8482 0.0 0.8482
0.0173 1.69 6740 0.0255 0.4163 0.8326 0.8326 0 0.8326 0.0 0.8326
0.0119 1.69 6760 0.0266 0.3911 0.7822 0.7822 0 0.7822 0.0 0.7822
0.01 1.69 6780 0.0258 0.4134 0.8268 0.8268 0 0.8268 0.0 0.8268
0.0109 1.7 6800 0.0262 0.3973 0.7947 0.7947 0 0.7947 0.0 0.7947
0.0073 1.71 6820 0.0259 0.3942 0.7883 0.7883 0 0.7883 0.0 0.7883
0.0046 1.71 6840 0.0266 0.4071 0.8142 0.8142 0 0.8142 0.0 0.8142
0.0179 1.71 6860 0.0259 0.4199 0.8399 0.8399 0 0.8399 0.0 0.8399
0.0028 1.72 6880 0.0252 0.3988 0.7976 0.7976 0 0.7976 0.0 0.7976
0.0013 1.73 6900 0.0262 0.3827 0.7655 0.7655 0 0.7655 0.0 0.7655
0.0032 1.73 6920 0.0255 0.4153 0.8307 0.8307 0 0.8307 0.0 0.8307
0.0168 1.73 6940 0.0263 0.3972 0.7944 0.7944 0 0.7944 0.0 0.7944
0.0244 1.74 6960 0.0259 0.3983 0.7967 0.7967 0 0.7967 0.0 0.7967
0.0113 1.75 6980 0.0279 0.3776 0.7551 0.7551 0 0.7551 0.0 0.7551
0.0152 1.75 7000 0.0269 0.3859 0.7719 0.7719 0 0.7719 0.0 0.7719
0.0191 1.75 7020 0.0259 0.4041 0.8083 0.8083 0 0.8083 0.0 0.8083
0.108 1.76 7040 0.0279 0.3902 0.7805 0.7805 0 0.7805 0.0 0.7805
0.0271 1.77 7060 0.0277 0.3599 0.7199 0.7199 0 0.7199 0.0 0.7199
0.0027 1.77 7080 0.0275 0.4018 0.8036 0.8036 0 0.8036 0.0 0.8036
0.0113 1.77 7100 0.0279 0.3729 0.7458 0.7458 0 0.7458 0.0 0.7458
0.0133 1.78 7120 0.0251 0.4030 0.8061 0.8061 0 0.8061 0.0 0.8061
0.02 1.79 7140 0.0252 0.4073 0.8146 0.8146 0 0.8146 0.0 0.8146
0.0135 1.79 7160 0.0258 0.3954 0.7909 0.7909 0 0.7909 0.0 0.7909
0.0084 1.79 7180 0.0249 0.3859 0.7718 0.7718 0 0.7718 0.0 0.7718
0.0087 1.8 7200 0.0265 0.4191 0.8383 0.8383 0 0.8383 0.0 0.8383
0.0214 1.81 7220 0.0259 0.3862 0.7724 0.7724 0 0.7724 0.0 0.7724
0.0326 1.81 7240 0.0259 0.3740 0.7480 0.7480 0 0.7480 0.0 0.7480
0.0129 1.81 7260 0.0260 0.4027 0.8054 0.8054 0 0.8054 0.0 0.8054
0.0232 1.82 7280 0.0260 0.4267 0.8534 0.8534 0 0.8534 0.0 0.8534
0.0068 1.82 7300 0.0246 0.3968 0.7935 0.7935 0 0.7935 0.0 0.7935
0.0109 1.83 7320 0.0273 0.3626 0.7252 0.7252 0 0.7252 0.0 0.7252
0.0195 1.83 7340 0.0244 0.4067 0.8133 0.8133 0 0.8133 0.0 0.8133
0.0146 1.84 7360 0.0248 0.4197 0.8393 0.8393 0 0.8393 0.0 0.8393
0.0122 1.84 7380 0.0269 0.3685 0.7370 0.7370 0 0.7370 0.0 0.7370
0.0128 1.85 7400 0.0256 0.3992 0.7985 0.7985 0 0.7985 0.0 0.7985
0.0059 1.85 7420 0.0256 0.4159 0.8318 0.8318 0 0.8318 0.0 0.8318
0.0021 1.86 7440 0.0247 0.4018 0.8036 0.8036 0 0.8036 0.0 0.8036
0.0072 1.86 7460 0.0267 0.4309 0.8618 0.8618 0 0.8618 0.0 0.8618
0.0364 1.87 7480 0.0266 0.4089 0.8177 0.8177 0 0.8177 0.0 0.8177
0.0037 1.88 7500 0.0261 0.3748 0.7496 0.7496 0 0.7496 0.0 0.7496
0.031 1.88 7520 0.0252 0.4115 0.8230 0.8230 0 0.8230 0.0 0.8230
0.011 1.89 7540 0.0251 0.4016 0.8032 0.8032 0 0.8032 0.0 0.8032
0.0019 1.89 7560 0.0250 0.4210 0.8420 0.8420 0 0.8420 0.0 0.8420
0.0079 1.9 7580 0.0245 0.3991 0.7982 0.7982 0 0.7982 0.0 0.7982
0.0567 1.9 7600 0.0248 0.3990 0.7980 0.7980 0 0.7980 0.0 0.7980
0.009 1.91 7620 0.0252 0.3982 0.7965 0.7965 0 0.7965 0.0 0.7965
0.0234 1.91 7640 0.0246 0.4149 0.8299 0.8299 0 0.8299 0.0 0.8299
0.0159 1.92 7660 0.0250 0.4075 0.8150 0.8150 0 0.8150 0.0 0.8150
0.0136 1.92 7680 0.0245 0.4085 0.8170 0.8170 0 0.8170 0.0 0.8170
0.0159 1.93 7700 0.0238 0.4122 0.8245 0.8245 0 0.8245 0.0 0.8245
0.0123 1.93 7720 0.0252 0.4266 0.8531 0.8531 0 0.8531 0.0 0.8531
0.0298 1.94 7740 0.0253 0.3947 0.7895 0.7895 0 0.7895 0.0 0.7895
0.0098 1.94 7760 0.0252 0.4135 0.8271 0.8271 0 0.8271 0.0 0.8271
0.0276 1.94 7780 0.0247 0.4091 0.8182 0.8182 0 0.8182 0.0 0.8182
0.0218 1.95 7800 0.0251 0.4046 0.8092 0.8092 0 0.8092 0.0 0.8092
0.0041 1.96 7820 0.0253 0.4097 0.8194 0.8194 0 0.8194 0.0 0.8194
0.0353 1.96 7840 0.0247 0.4259 0.8518 0.8518 0 0.8518 0.0 0.8518
0.0006 1.96 7860 0.0258 0.4120 0.8240 0.8240 0 0.8240 0.0 0.8240
0.0224 1.97 7880 0.0276 0.4053 0.8106 0.8106 0 0.8106 0.0 0.8106
0.0113 1.98 7900 0.0273 0.4280 0.8559 0.8559 0 0.8559 0.0 0.8559
0.0209 1.98 7920 0.0262 0.4320 0.8639 0.8639 0 0.8639 0.0 0.8639
0.025 1.98 7940 0.0249 0.4098 0.8196 0.8196 0 0.8196 0.0 0.8196
0.0294 1.99 7960 0.0254 0.4152 0.8304 0.8304 0 0.8304 0.0 0.8304
0.0238 2.0 7980 0.0255 0.3978 0.7955 0.7955 0 0.7955 0.0 0.7955
0.0134 2.0 8000 0.0260 0.4156 0.8312 0.8312 0 0.8312 0.0 0.8312
0.0108 2.0 8020 0.0248 0.3977 0.7953 0.7953 0 0.7953 0.0 0.7953
0.0121 2.01 8040 0.0256 0.4083 0.8166 0.8166 0 0.8166 0.0 0.8166
2.1008 2.02 8060 0.0283 0.4235 0.8470 0.8470 0 0.8470 0.0 0.8470
0.0313 2.02 8080 0.0264 0.3793 0.7586 0.7586 0 0.7586 0.0 0.7586
0.0386 2.02 8100 0.0273 0.4232 0.8464 0.8464 0 0.8464 0.0 0.8464
0.0157 2.03 8120 0.0249 0.3921 0.7842 0.7842 0 0.7842 0.0 0.7842
0.0129 2.04 8140 0.0250 0.4091 0.8181 0.8181 0 0.8181 0.0 0.8181
0.0242 2.04 8160 0.0244 0.4183 0.8365 0.8365 0 0.8365 0.0 0.8365
0.0244 2.04 8180 0.0252 0.4168 0.8336 0.8336 0 0.8336 0.0 0.8336
0.0102 2.05 8200 0.0255 0.3806 0.7613 0.7613 0 0.7613 0.0 0.7613
0.0171 2.06 8220 0.0253 0.4213 0.8426 0.8426 0 0.8426 0.0 0.8426
0.0236 2.06 8240 0.0255 0.4103 0.8206 0.8206 0 0.8206 0.0 0.8206
0.0243 2.06 8260 0.0260 0.4095 0.8189 0.8189 0 0.8189 0.0 0.8189
0.0061 2.07 8280 0.0265 0.4309 0.8618 0.8618 0 0.8618 0.0 0.8618
0.0285 2.08 8300 0.0257 0.3976 0.7951 0.7951 0 0.7951 0.0 0.7951
0.0143 2.08 8320 0.0273 0.4292 0.8584 0.8584 0 0.8584 0.0 0.8584
0.0626 2.08 8340 0.0240 0.4071 0.8143 0.8143 0 0.8143 0.0 0.8143
0.0569 2.09 8360 0.0225 0.4010 0.8020 0.8020 0 0.8020 0.0 0.8020
0.0046 2.1 8380 0.0233 0.3892 0.7784 0.7784 0 0.7784 0.0 0.7784
0.0552 2.1 8400 0.0223 0.4197 0.8393 0.8393 0 0.8393 0.0 0.8393
0.006 2.1 8420 0.0228 0.4097 0.8194 0.8194 0 0.8194 0.0 0.8194
0.0264 2.11 8440 0.0234 0.4159 0.8317 0.8317 0 0.8317 0.0 0.8317
0.017 2.12 8460 0.0240 0.4045 0.8090 0.8090 0 0.8090 0.0 0.8090
0.0132 2.12 8480 0.0242 0.4224 0.8449 0.8449 0 0.8449 0.0 0.8449
0.0061 2.12 8500 0.0232 0.4190 0.8381 0.8381 0 0.8381 0.0 0.8381
0.0124 2.13 8520 0.0237 0.4189 0.8379 0.8379 0 0.8379 0.0 0.8379
0.0043 2.13 8540 0.0249 0.4169 0.8338 0.8338 0 0.8338 0.0 0.8338
0.014 2.14 8560 0.0253 0.3956 0.7912 0.7912 0 0.7912 0.0 0.7912
0.0072 2.15 8580 0.0253 0.4159 0.8318 0.8318 0 0.8318 0.0 0.8318
0.0167 2.15 8600 0.0251 0.4054 0.8108 0.8108 0 0.8108 0.0 0.8108
0.0026 2.15 8620 0.0255 0.4104 0.8209 0.8209 0 0.8209 0.0 0.8209
0.0031 2.16 8640 0.0243 0.4138 0.8277 0.8277 0 0.8277 0.0 0.8277
0.009 2.17 8660 0.0246 0.4277 0.8554 0.8554 0 0.8554 0.0 0.8554
0.0046 2.17 8680 0.0258 0.3816 0.7633 0.7633 0 0.7633 0.0 0.7633
0.0244 2.17 8700 0.0245 0.4145 0.8290 0.8290 0 0.8290 0.0 0.8290
0.0071 2.18 8720 0.0265 0.3863 0.7725 0.7725 0 0.7725 0.0 0.7725
0.0148 2.19 8740 0.0247 0.3948 0.7896 0.7896 0 0.7896 0.0 0.7896
0.0065 2.19 8760 0.0248 0.4158 0.8316 0.8316 0 0.8316 0.0 0.8316
0.0168 2.19 8780 0.0243 0.4142 0.8285 0.8285 0 0.8285 0.0 0.8285
0.0168 2.2 8800 0.0256 0.4153 0.8307 0.8307 0 0.8307 0.0 0.8307
0.0049 2.21 8820 0.0244 0.4268 0.8536 0.8536 0 0.8536 0.0 0.8536
0.0074 2.21 8840 0.0236 0.4144 0.8287 0.8287 0 0.8287 0.0 0.8287
0.0086 2.21 8860 0.0232 0.4144 0.8289 0.8289 0 0.8289 0.0 0.8289
0.0072 2.22 8880 0.0253 0.4354 0.8708 0.8708 0 0.8708 0.0 0.8708
0.0093 2.23 8900 0.0240 0.3977 0.7955 0.7955 0 0.7955 0.0 0.7955
0.0063 2.23 8920 0.0260 0.3981 0.7962 0.7962 0 0.7962 0.0 0.7962
0.0117 2.23 8940 0.0273 0.4077 0.8153 0.8153 0 0.8153 0.0 0.8153
0.0361 2.24 8960 0.0250 0.4210 0.8420 0.8420 0 0.8420 0.0 0.8420
0.0149 2.25 8980 0.0241 0.3799 0.7597 0.7597 0 0.7597 0.0 0.7597
0.0097 2.25 9000 0.0237 0.4127 0.8253 0.8253 0 0.8253 0.0 0.8253
0.0067 2.25 9020 0.0250 0.4078 0.8157 0.8157 0 0.8157 0.0 0.8157
0.0078 2.26 9040 0.0235 0.4136 0.8271 0.8271 0 0.8271 0.0 0.8271
0.0204 2.27 9060 0.0233 0.4017 0.8033 0.8033 0 0.8033 0.0 0.8033
0.0032 2.27 9080 0.0234 0.4118 0.8236 0.8236 0 0.8236 0.0 0.8236
0.0081 2.27 9100 0.0259 0.3788 0.7576 0.7576 0 0.7576 0.0 0.7576
0.0574 2.28 9120 0.0261 0.4307 0.8614 0.8614 0 0.8614 0.0 0.8614
0.0094 2.29 9140 0.0244 0.4017 0.8033 0.8033 0 0.8033 0.0 0.8033
0.0068 2.29 9160 0.0244 0.4082 0.8163 0.8163 0 0.8163 0.0 0.8163
0.0084 2.29 9180 0.0250 0.3754 0.7508 0.7508 0 0.7508 0.0 0.7508
0.0195 2.3 9200 0.0242 0.4104 0.8209 0.8209 0 0.8209 0.0 0.8209
0.01 2.31 9220 0.0240 0.4054 0.8109 0.8109 0 0.8109 0.0 0.8109
0.006 2.31 9240 0.0236 0.4108 0.8215 0.8215 0 0.8215 0.0 0.8215
0.0357 2.31 9260 0.0239 0.4048 0.8097 0.8097 0 0.8097 0.0 0.8097
0.0045 2.32 9280 0.0238 0.4178 0.8357 0.8357 0 0.8357 0.0 0.8357
0.0139 2.33 9300 0.0244 0.4190 0.8380 0.8380 0 0.8380 0.0 0.8380
0.0081 2.33 9320 0.0253 0.4327 0.8654 0.8654 0 0.8654 0.0 0.8654
0.0033 2.33 9340 0.0240 0.3945 0.7890 0.7890 0 0.7890 0.0 0.7890
0.0232 2.34 9360 0.0228 0.3990 0.7979 0.7979 0 0.7979 0.0 0.7979
0.0077 2.34 9380 0.0254 0.4380 0.8760 0.8760 0 0.8760 0.0 0.8760
0.0174 2.35 9400 0.0231 0.3899 0.7798 0.7798 0 0.7798 0.0 0.7798
0.0144 2.35 9420 0.0233 0.4155 0.8309 0.8309 0 0.8309 0.0 0.8309
0.0048 2.36 9440 0.0237 0.3971 0.7941 0.7941 0 0.7941 0.0 0.7941
0.0144 2.37 9460 0.0244 0.4011 0.8023 0.8023 0 0.8023 0.0 0.8023
0.0235 2.37 9480 0.0238 0.4153 0.8306 0.8306 0 0.8306 0.0 0.8306
0.0238 2.38 9500 0.0237 0.4207 0.8415 0.8415 0 0.8415 0.0 0.8415
0.0112 2.38 9520 0.0236 0.4144 0.8289 0.8289 0 0.8289 0.0 0.8289
0.0142 2.38 9540 0.0241 0.3994 0.7989 0.7989 0 0.7989 0.0 0.7989
0.0326 2.39 9560 0.0238 0.4017 0.8035 0.8035 0 0.8035 0.0 0.8035
0.0068 2.4 9580 0.0261 0.4293 0.8586 0.8586 0 0.8586 0.0 0.8586
0.0116 2.4 9600 0.0243 0.4101 0.8203 0.8203 0 0.8203 0.0 0.8203
0.0062 2.41 9620 0.0245 0.3876 0.7752 0.7752 0 0.7752 0.0 0.7752
0.0075 2.41 9640 0.0245 0.4061 0.8123 0.8123 0 0.8123 0.0 0.8123
0.0142 2.42 9660 0.0239 0.4015 0.8031 0.8031 0 0.8031 0.0 0.8031
0.0102 2.42 9680 0.0237 0.4177 0.8353 0.8353 0 0.8353 0.0 0.8353
0.0183 2.42 9700 0.0240 0.4233 0.8467 0.8467 0 0.8467 0.0 0.8467
0.0153 2.43 9720 0.0245 0.4012 0.8024 0.8024 0 0.8024 0.0 0.8024
0.0049 2.44 9740 0.0248 0.4154 0.8308 0.8308 0 0.8308 0.0 0.8308
0.0065 2.44 9760 0.0283 0.3725 0.7450 0.7450 0 0.7450 0.0 0.7450
0.0021 2.44 9780 0.0259 0.4225 0.8449 0.8449 0 0.8449 0.0 0.8449
0.0398 2.45 9800 0.0243 0.4050 0.8100 0.8100 0 0.8100 0.0 0.8100
0.0059 2.46 9820 0.0253 0.4238 0.8476 0.8476 0 0.8476 0.0 0.8476
0.0153 2.46 9840 0.0242 0.4025 0.8049 0.8049 0 0.8049 0.0 0.8049
0.0144 2.46 9860 0.0248 0.4137 0.8274 0.8274 0 0.8274 0.0 0.8274
0.0083 2.47 9880 0.0243 0.3901 0.7803 0.7803 0 0.7803 0.0 0.7803
0.0124 2.48 9900 0.0245 0.4254 0.8508 0.8508 0 0.8508 0.0 0.8508
0.0089 2.48 9920 0.0247 0.4202 0.8403 0.8403 0 0.8403 0.0 0.8403
0.0231 2.48 9940 0.0239 0.4140 0.8279 0.8279 0 0.8279 0.0 0.8279
0.0075 2.49 9960 0.0251 0.4136 0.8272 0.8272 0 0.8272 0.0 0.8272
4.0745 2.5 9980 0.0249 0.3907 0.7814 0.7814 0 0.7814 0.0 0.7814
0.0069 2.5 10000 0.0263 0.4053 0.8106 0.8106 0 0.8106 0.0 0.8106
0.0025 2.5 10020 0.0242 0.3978 0.7956 0.7956 0 0.7956 0.0 0.7956
0.0255 2.51 10040 0.0250 0.4109 0.8218 0.8218 0 0.8218 0.0 0.8218
0.0096 2.52 10060 0.0254 0.4096 0.8191 0.8191 0 0.8191 0.0 0.8191
0.0131 2.52 10080 0.0273 0.4097 0.8193 0.8193 0 0.8193 0.0 0.8193
0.0178 2.52 10100 0.0261 0.3963 0.7926 0.7926 0 0.7926 0.0 0.7926
0.0088 2.53 10120 0.0265 0.3887 0.7774 0.7774 0 0.7774 0.0 0.7774
0.0194 2.54 10140 0.0241 0.3962 0.7923 0.7923 0 0.7923 0.0 0.7923
0.0085 2.54 10160 0.0232 0.4024 0.8049 0.8049 0 0.8049 0.0 0.8049
0.0266 2.54 10180 0.0251 0.4297 0.8594 0.8594 0 0.8594 0.0 0.8594
0.0083 2.55 10200 0.0235 0.3941 0.7882 0.7882 0 0.7882 0.0 0.7882
0.0419 2.56 10220 0.0245 0.3931 0.7861 0.7861 0 0.7861 0.0 0.7861
0.0624 2.56 10240 0.0238 0.4209 0.8418 0.8418 0 0.8418 0.0 0.8418
0.0187 2.56 10260 0.0237 0.4193 0.8387 0.8387 0 0.8387 0.0 0.8387
0.0166 2.57 10280 0.0236 0.4097 0.8194 0.8194 0 0.8194 0.0 0.8194
0.0098 2.58 10300 0.0235 0.4221 0.8443 0.8443 0 0.8443 0.0 0.8443
0.0093 2.58 10320 0.0224 0.4044 0.8087 0.8087 0 0.8087 0.0 0.8087
0.0023 2.58 10340 0.0253 0.3911 0.7822 0.7822 0 0.7822 0.0 0.7822
0.0308 2.59 10360 0.0233 0.4090 0.8180 0.8180 0 0.8180 0.0 0.8180
0.0178 2.59 10380 0.0240 0.4246 0.8492 0.8492 0 0.8492 0.0 0.8492
0.0373 2.6 10400 0.0236 0.4058 0.8117 0.8117 0 0.8117 0.0 0.8117
0.0021 2.6 10420 0.0233 0.4083 0.8165 0.8165 0 0.8165 0.0 0.8165
0.0111 2.61 10440 0.0230 0.3996 0.7991 0.7991 0 0.7991 0.0 0.7991
0.0641 2.62 10460 0.0245 0.3897 0.7794 0.7794 0 0.7794 0.0 0.7794
0.0059 2.62 10480 0.0234 0.4082 0.8165 0.8165 0 0.8165 0.0 0.8165
0.0307 2.62 10500 0.0240 0.4172 0.8343 0.8343 0 0.8343 0.0 0.8343
0.009 2.63 10520 0.0233 0.4041 0.8082 0.8082 0 0.8082 0.0 0.8082
0.0028 2.63 10540 0.0234 0.4200 0.8399 0.8399 0 0.8399 0.0 0.8399
0.0073 2.64 10560 0.0237 0.4158 0.8316 0.8316 0 0.8316 0.0 0.8316
0.0224 2.65 10580 0.0233 0.4130 0.8259 0.8259 0 0.8259 0.0 0.8259
0.006 2.65 10600 0.0232 0.4146 0.8292 0.8292 0 0.8292 0.0 0.8292
0.0492 2.66 10620 0.0236 0.3992 0.7984 0.7984 0 0.7984 0.0 0.7984
0.0449 2.66 10640 0.0245 0.4155 0.8310 0.8310 0 0.8310 0.0 0.8310
0.0098 2.67 10660 0.0250 0.3960 0.7920 0.7920 0 0.7920 0.0 0.7920
0.0172 2.67 10680 0.0239 0.4141 0.8281 0.8281 0 0.8281 0.0 0.8281
0.0131 2.67 10700 0.0232 0.4076 0.8151 0.8151 0 0.8151 0.0 0.8151
0.0097 2.68 10720 0.0250 0.3979 0.7958 0.7958 0 0.7958 0.0 0.7958
0.0083 2.69 10740 0.0237 0.4178 0.8357 0.8357 0 0.8357 0.0 0.8357
0.0056 2.69 10760 0.0242 0.3912 0.7824 0.7824 0 0.7824 0.0 0.7824
0.0301 2.69 10780 0.0248 0.4242 0.8485 0.8485 0 0.8485 0.0 0.8485
0.0019 2.7 10800 0.0244 0.4138 0.8276 0.8276 0 0.8276 0.0 0.8276
0.0032 2.71 10820 0.0256 0.3891 0.7782 0.7782 0 0.7782 0.0 0.7782
0.0107 2.71 10840 0.0243 0.4120 0.8240 0.8240 0 0.8240 0.0 0.8240
0.0118 2.71 10860 0.0242 0.4133 0.8266 0.8266 0 0.8266 0.0 0.8266
0.0211 2.72 10880 0.0253 0.3965 0.7931 0.7931 0 0.7931 0.0 0.7931
0.0154 2.73 10900 0.0235 0.4188 0.8376 0.8376 0 0.8376 0.0 0.8376
0.0041 2.73 10920 0.0235 0.4092 0.8183 0.8183 0 0.8183 0.0 0.8183
0.0055 2.73 10940 0.0251 0.3916 0.7832 0.7832 0 0.7832 0.0 0.7832
0.0296 2.74 10960 0.0246 0.4214 0.8427 0.8427 0 0.8427 0.0 0.8427
0.0074 2.75 10980 0.0249 0.4236 0.8472 0.8472 0 0.8472 0.0 0.8472
0.0121 2.75 11000 0.0243 0.4133 0.8267 0.8267 0 0.8267 0.0 0.8267
0.0108 2.75 11020 0.0239 0.4089 0.8178 0.8178 0 0.8178 0.0 0.8178
0.0124 2.76 11040 0.0241 0.4003 0.8005 0.8005 0 0.8005 0.0 0.8005
0.0089 2.77 11060 0.0258 0.4247 0.8494 0.8494 0 0.8494 0.0 0.8494
0.0395 2.77 11080 0.0233 0.4148 0.8297 0.8297 0 0.8297 0.0 0.8297
0.0126 2.77 11100 0.0246 0.4198 0.8395 0.8395 0 0.8395 0.0 0.8395
0.0254 2.78 11120 0.0244 0.4204 0.8408 0.8408 0 0.8408 0.0 0.8408
0.0144 2.79 11140 0.0238 0.4081 0.8162 0.8162 0 0.8162 0.0 0.8162
0.0041 2.79 11160 0.0242 0.4215 0.8430 0.8430 0 0.8430 0.0 0.8430
0.0056 2.79 11180 0.0248 0.4043 0.8086 0.8086 0 0.8086 0.0 0.8086
0.0077 2.8 11200 0.0241 0.4177 0.8355 0.8355 0 0.8355 0.0 0.8355
0.005 2.81 11220 0.0247 0.4208 0.8415 0.8415 0 0.8415 0.0 0.8415
0.0042 2.81 11240 0.0254 0.4000 0.8001 0.8001 0 0.8001 0.0 0.8001
0.0044 2.81 11260 0.0243 0.4045 0.8090 0.8090 0 0.8090 0.0 0.8090
0.1503 2.82 11280 0.0249 0.3782 0.7564 0.7564 0 0.7564 0.0 0.7564
0.0038 2.83 11300 0.0240 0.4126 0.8252 0.8252 0 0.8252 0.0 0.8252
0.0183 2.83 11320 0.0243 0.4183 0.8367 0.8367 0 0.8367 0.0 0.8367
0.0002 2.83 11340 0.0243 0.3987 0.7974 0.7974 0 0.7974 0.0 0.7974
0.0067 2.84 11360 0.0237 0.4140 0.8280 0.8280 0 0.8280 0.0 0.8280
0.014 2.84 11380 0.0239 0.4056 0.8111 0.8111 0 0.8111 0.0 0.8111
0.0146 2.85 11400 0.0239 0.4131 0.8261 0.8261 0 0.8261 0.0 0.8261
0.0276 2.85 11420 0.0231 0.4020 0.8039 0.8039 0 0.8039 0.0 0.8039
0.0023 2.86 11440 0.0238 0.4042 0.8083 0.8083 0 0.8083 0.0 0.8083
0.0236 2.87 11460 0.0236 0.4007 0.8015 0.8015 0 0.8015 0.0 0.8015
0.0085 2.87 11480 0.0232 0.4175 0.8350 0.8350 0 0.8350 0.0 0.8350
0.0038 2.88 11500 0.0233 0.4052 0.8105 0.8105 0 0.8105 0.0 0.8105
0.0403 2.88 11520 0.0232 0.4104 0.8208 0.8208 0 0.8208 0.0 0.8208
0.0046 2.88 11540 0.0235 0.4201 0.8402 0.8402 0 0.8402 0.0 0.8402
0.0004 2.89 11560 0.0243 0.3921 0.7842 0.7842 0 0.7842 0.0 0.7842
0.0033 2.9 11580 0.0239 0.4164 0.8328 0.8328 0 0.8328 0.0 0.8328
0.0214 2.9 11600 0.0231 0.4027 0.8055 0.8055 0 0.8055 0.0 0.8055
0.008 2.91 11620 0.0232 0.4160 0.8319 0.8319 0 0.8319 0.0 0.8319
0.0118 2.91 11640 0.0255 0.3731 0.7462 0.7462 0 0.7462 0.0 0.7462
0.0142 2.92 11660 0.0236 0.4143 0.8286 0.8286 0 0.8286 0.0 0.8286
0.0068 2.92 11680 0.0276 0.4407 0.8813 0.8813 0 0.8813 0.0 0.8813
0.043 2.92 11700 0.0236 0.4048 0.8096 0.8096 0 0.8096 0.0 0.8096
0.006 2.93 11720 0.0236 0.4102 0.8205 0.8205 0 0.8205 0.0 0.8205
0.016 2.94 11740 0.0249 0.4348 0.8695 0.8695 0 0.8695 0.0 0.8695
0.0086 2.94 11760 0.0247 0.4252 0.8504 0.8504 0 0.8504 0.0 0.8504
0.0026 2.94 11780 0.0262 0.3706 0.7413 0.7413 0 0.7413 0.0 0.7413
0.0072 2.95 11800 0.0243 0.4046 0.8092 0.8092 0 0.8092 0.0 0.8092
0.0059 2.96 11820 0.0236 0.4021 0.8042 0.8042 0 0.8042 0.0 0.8042
0.0172 2.96 11840 0.0246 0.4169 0.8337 0.8337 0 0.8337 0.0 0.8337
0.0202 2.96 11860 0.0245 0.3815 0.7629 0.7629 0 0.7629 0.0 0.7629
0.0237 2.97 11880 0.0239 0.4214 0.8428 0.8428 0 0.8428 0.0 0.8428
0.0027 2.98 11900 0.0242 0.4144 0.8289 0.8289 0 0.8289 0.0 0.8289
0.0119 2.98 11920 0.0238 0.4158 0.8317 0.8317 0 0.8317 0.0 0.8317
0.007 2.98 11940 0.0247 0.4032 0.8063 0.8063 0 0.8063 0.0 0.8063
0.0269 2.99 11960 0.0243 0.4037 0.8073 0.8073 0 0.8073 0.0 0.8073
0.0586 3.0 11980 0.0245 0.4053 0.8106 0.8106 0 0.8106 0.0 0.8106
0.0214 3.0 12000 0.0242 0.4146 0.8293 0.8293 0 0.8293 0.0 0.8293
0.0237 3.0 12020 0.0247 0.4148 0.8297 0.8297 0 0.8297 0.0 0.8297
0.0071 3.01 12040 0.0254 0.4062 0.8125 0.8125 0 0.8125 0.0 0.8125
0.0135 3.02 12060 0.0250 0.4072 0.8143 0.8143 0 0.8143 0.0 0.8143
0.001 3.02 12080 0.0256 0.4037 0.8073 0.8073 0 0.8073 0.0 0.8073
0.0095 3.02 12100 0.0272 0.4123 0.8246 0.8246 0 0.8246 0.0 0.8246
0.0106 3.03 12120 0.0246 0.4034 0.8069 0.8069 0 0.8069 0.0 0.8069
0.019 3.04 12140 0.0250 0.4086 0.8171 0.8171 0 0.8171 0.0 0.8171
0.0026 3.04 12160 0.0253 0.4142 0.8284 0.8284 0 0.8284 0.0 0.8284
0.0012 3.04 12180 0.0252 0.4049 0.8098 0.8098 0 0.8098 0.0 0.8098
0.0222 3.05 12200 0.0255 0.4006 0.8012 0.8012 0 0.8012 0.0 0.8012
0.0178 3.06 12220 0.0259 0.4049 0.8097 0.8097 0 0.8097 0.0 0.8097
0.0025 3.06 12240 0.0260 0.4170 0.8340 0.8340 0 0.8340 0.0 0.8340
0.015 3.06 12260 0.0268 0.4001 0.8001 0.8001 0 0.8001 0.0 0.8001
0.0117 3.07 12280 0.0264 0.4217 0.8434 0.8434 0 0.8434 0.0 0.8434
0.0039 3.08 12300 0.0262 0.3963 0.7927 0.7927 0 0.7927 0.0 0.7927
0.0019 3.08 12320 0.0258 0.4150 0.8299 0.8299 0 0.8299 0.0 0.8299
0.0077 3.08 12340 0.0255 0.4034 0.8068 0.8068 0 0.8068 0.0 0.8068
0.0101 3.09 12360 0.0234 0.4112 0.8224 0.8224 0 0.8224 0.0 0.8224
0.0112 3.1 12380 0.0231 0.4196 0.8392 0.8392 0 0.8392 0.0 0.8392
0.0093 3.1 12400 0.0252 0.3822 0.7644 0.7644 0 0.7644 0.0 0.7644
0.0045 3.1 12420 0.0258 0.3940 0.7880 0.7880 0 0.7880 0.0 0.7880
0.0221 3.11 12440 0.0251 0.4088 0.8176 0.8176 0 0.8176 0.0 0.8176
0.0205 3.12 12460 0.0241 0.4084 0.8168 0.8168 0 0.8168 0.0 0.8168
0.0057 3.12 12480 0.0243 0.4095 0.8190 0.8190 0 0.8190 0.0 0.8190
0.0139 3.12 12500 0.0250 0.4034 0.8068 0.8068 0 0.8068 0.0 0.8068
0.0099 3.13 12520 0.0249 0.4195 0.8391 0.8391 0 0.8391 0.0 0.8391
0.0481 3.13 12540 0.0242 0.4120 0.8240 0.8240 0 0.8240 0.0 0.8240
0.0022 3.14 12560 0.0256 0.3878 0.7756 0.7756 0 0.7756 0.0 0.7756
0.0107 3.15 12580 0.0253 0.3990 0.7980 0.7980 0 0.7980 0.0 0.7980
0.0223 3.15 12600 0.0246 0.4052 0.8103 0.8103 0 0.8103 0.0 0.8103
0.0182 3.15 12620 0.0244 0.4128 0.8257 0.8257 0 0.8257 0.0 0.8257
0.003 3.16 12640 0.0239 0.4049 0.8098 0.8098 0 0.8098 0.0 0.8098
0.0185 3.17 12660 0.0247 0.4134 0.8267 0.8267 0 0.8267 0.0 0.8267
0.0007 3.17 12680 0.0254 0.4087 0.8174 0.8174 0 0.8174 0.0 0.8174
0.0111 3.17 12700 0.0242 0.4107 0.8213 0.8213 0 0.8213 0.0 0.8213
0.0299 3.18 12720 0.0254 0.3972 0.7944 0.7944 0 0.7944 0.0 0.7944
0.017 3.19 12740 0.0246 0.3800 0.7599 0.7599 0 0.7599 0.0 0.7599
0.0215 3.19 12760 0.0257 0.3844 0.7688 0.7688 0 0.7688 0.0 0.7688
0.0082 3.19 12780 0.0250 0.4082 0.8163 0.8163 0 0.8163 0.0 0.8163
0.0024 3.2 12800 0.0244 0.4190 0.8379 0.8379 0 0.8379 0.0 0.8379
0.0064 3.21 12820 0.0251 0.4251 0.8502 0.8502 0 0.8502 0.0 0.8502
0.011 3.21 12840 0.0261 0.4061 0.8122 0.8122 0 0.8122 0.0 0.8122
0.0015 3.21 12860 0.0261 0.4191 0.8382 0.8382 0 0.8382 0.0 0.8382
0.0251 3.22 12880 0.0265 0.4153 0.8306 0.8306 0 0.8306 0.0 0.8306
0.0456 3.23 12900 0.0271 0.4026 0.8051 0.8051 0 0.8051 0.0 0.8051
0.025 3.23 12920 0.0255 0.4146 0.8291 0.8291 0 0.8291 0.0 0.8291
0.0209 3.23 12940 0.0265 0.4052 0.8104 0.8104 0 0.8104 0.0 0.8104
0.0312 3.24 12960 0.0245 0.4020 0.8040 0.8040 0 0.8040 0.0 0.8040
0.002 3.25 12980 0.0258 0.4071 0.8142 0.8142 0 0.8142 0.0 0.8142
0.0188 3.25 13000 0.0253 0.4124 0.8249 0.8249 0 0.8249 0.0 0.8249
0.0062 3.25 13020 0.0247 0.4157 0.8314 0.8314 0 0.8314 0.0 0.8314
0.0144 3.26 13040 0.0257 0.3953 0.7906 0.7906 0 0.7906 0.0 0.7906
0.0056 3.27 13060 0.0253 0.4025 0.8050 0.8050 0 0.8050 0.0 0.8050
0.0004 3.27 13080 0.0257 0.4108 0.8217 0.8217 0 0.8217 0.0 0.8217
0.013 3.27 13100 0.0260 0.4221 0.8443 0.8443 0 0.8443 0.0 0.8443
0.0105 3.28 13120 0.0245 0.4018 0.8037 0.8037 0 0.8037 0.0 0.8037
0.036 3.29 13140 0.0248 0.4044 0.8088 0.8088 0 0.8088 0.0 0.8088
0.0128 3.29 13160 0.0254 0.4051 0.8101 0.8101 0 0.8101 0.0 0.8101
0.0068 3.29 13180 0.0249 0.3997 0.7995 0.7995 0 0.7995 0.0 0.7995
0.0097 3.3 13200 0.0245 0.4059 0.8118 0.8118 0 0.8118 0.0 0.8118
0.007 3.31 13220 0.0247 0.4071 0.8142 0.8142 0 0.8142 0.0 0.8142
0.0167 3.31 13240 0.0241 0.4124 0.8248 0.8248 0 0.8248 0.0 0.8248
0.0465 3.31 13260 0.0245 0.4072 0.8144 0.8144 0 0.8144 0.0 0.8144
0.0162 3.32 13280 0.0239 0.4132 0.8264 0.8264 0 0.8264 0.0 0.8264
0.0231 3.33 13300 0.0245 0.4076 0.8151 0.8151 0 0.8151 0.0 0.8151
0.0157 3.33 13320 0.0243 0.4069 0.8139 0.8139 0 0.8139 0.0 0.8139
0.0004 3.33 13340 0.0249 0.4077 0.8153 0.8153 0 0.8153 0.0 0.8153
0.0119 3.34 13360 0.0251 0.4080 0.8159 0.8159 0 0.8159 0.0 0.8159
0.0228 3.34 13380 0.0255 0.3975 0.7949 0.7949 0 0.7949 0.0 0.7949
0.01 3.35 13400 0.0235 0.4172 0.8344 0.8344 0 0.8344 0.0 0.8344
0.0027 3.35 13420 0.0246 0.4105 0.8210 0.8210 0 0.8210 0.0 0.8210
0.0082 3.36 13440 0.0234 0.4115 0.8230 0.8230 0 0.8230 0.0 0.8230
0.0243 3.37 13460 0.0244 0.4060 0.8121 0.8121 0 0.8121 0.0 0.8121
0.0117 3.37 13480 0.0256 0.4134 0.8267 0.8267 0 0.8267 0.0 0.8267
0.0131 3.38 13500 0.0250 0.4200 0.8399 0.8399 0 0.8399 0.0 0.8399
0.0129 3.38 13520 0.0254 0.4100 0.8200 0.8200 0 0.8200 0.0 0.8200
0.0088 3.38 13540 0.0249 0.4056 0.8112 0.8112 0 0.8112 0.0 0.8112
0.0037 3.39 13560 0.0265 0.3920 0.7840 0.7840 0 0.7840 0.0 0.7840
0.0104 3.4 13580 0.0243 0.4138 0.8276 0.8276 0 0.8276 0.0 0.8276
0.0045 3.4 13600 0.0259 0.4225 0.8451 0.8451 0 0.8451 0.0 0.8451
0.0023 3.41 13620 0.0249 0.4198 0.8396 0.8396 0 0.8396 0.0 0.8396
0.0232 3.41 13640 0.0253 0.4102 0.8204 0.8204 0 0.8204 0.0 0.8204
0.0193 3.42 13660 0.0267 0.4111 0.8223 0.8223 0 0.8223 0.0 0.8223
0.0399 3.42 13680 0.0262 0.4236 0.8473 0.8473 0 0.8473 0.0 0.8473
0.0089 3.42 13700 0.0248 0.4140 0.8281 0.8281 0 0.8281 0.0 0.8281
0.0048 3.43 13720 0.0255 0.4185 0.8371 0.8371 0 0.8371 0.0 0.8371
0.0164 3.44 13740 0.0251 0.4142 0.8285 0.8285 0 0.8285 0.0 0.8285
0.0107 3.44 13760 0.0257 0.4171 0.8342 0.8342 0 0.8342 0.0 0.8342
0.0042 3.44 13780 0.0254 0.4218 0.8436 0.8436 0 0.8436 0.0 0.8436
0.0219 3.45 13800 0.0252 0.4092 0.8185 0.8185 0 0.8185 0.0 0.8185
0.0003 3.46 13820 0.0260 0.4113 0.8227 0.8227 0 0.8227 0.0 0.8227
0.0053 3.46 13840 0.0257 0.4059 0.8117 0.8117 0 0.8117 0.0 0.8117
0.0157 3.46 13860 0.0275 0.3916 0.7832 0.7832 0 0.7832 0.0 0.7832
0.0076 3.47 13880 0.0255 0.4162 0.8324 0.8324 0 0.8324 0.0 0.8324
0.0202 3.48 13900 0.0297 0.4291 0.8583 0.8583 0 0.8583 0.0 0.8583
0.0064 3.48 13920 0.0273 0.4190 0.8380 0.8380 0 0.8380 0.0 0.8380
0.0002 3.48 13940 0.0254 0.4069 0.8139 0.8139 0 0.8139 0.0 0.8139
0.0087 3.49 13960 0.0259 0.4157 0.8313 0.8313 0 0.8313 0.0 0.8313
0.0024 3.5 13980 0.0258 0.3911 0.7822 0.7822 0 0.7822 0.0 0.7822
0.0238 3.5 14000 0.0243 0.3906 0.7813 0.7813 0 0.7813 0.0 0.7813
0.0147 3.5 14020 0.0246 0.4013 0.8026 0.8026 0 0.8026 0.0 0.8026
0.0219 3.51 14040 0.0246 0.4261 0.8522 0.8522 0 0.8522 0.0 0.8522
0.0053 3.52 14060 0.0243 0.4129 0.8257 0.8257 0 0.8257 0.0 0.8257
0.039 3.52 14080 0.0246 0.4258 0.8516 0.8516 0 0.8516 0.0 0.8516
0.0022 3.52 14100 0.0258 0.4269 0.8538 0.8538 0 0.8538 0.0 0.8538
0.0041 3.53 14120 0.0237 0.4036 0.8071 0.8071 0 0.8071 0.0 0.8071
0.0017 3.54 14140 0.0243 0.4089 0.8177 0.8177 0 0.8177 0.0 0.8177
0.009 3.54 14160 0.0247 0.4078 0.8156 0.8156 0 0.8156 0.0 0.8156
0.059 3.54 14180 0.0235 0.4087 0.8173 0.8173 0 0.8173 0.0 0.8173
0.0146 3.55 14200 0.0248 0.3888 0.7776 0.7776 0 0.7776 0.0 0.7776
0.0174 3.56 14220 0.0245 0.4008 0.8015 0.8015 0 0.8015 0.0 0.8015
0.0197 3.56 14240 0.0245 0.4165 0.8329 0.8329 0 0.8329 0.0 0.8329
0.0209 3.56 14260 0.0247 0.4149 0.8299 0.8299 0 0.8299 0.0 0.8299
0.0072 3.57 14280 0.0237 0.4013 0.8025 0.8025 0 0.8025 0.0 0.8025
0.037 3.58 14300 0.0241 0.4173 0.8345 0.8345 0 0.8345 0.0 0.8345
0.0259 3.58 14320 0.0245 0.4097 0.8194 0.8194 0 0.8194 0.0 0.8194
0.0228 3.58 14340 0.0243 0.4140 0.8280 0.8280 0 0.8280 0.0 0.8280
0.0129 3.59 14360 0.0235 0.4224 0.8449 0.8449 0 0.8449 0.0 0.8449
0.0212 3.59 14380 0.0234 0.4175 0.8350 0.8350 0 0.8350 0.0 0.8350
0.0035 3.6 14400 0.0242 0.4054 0.8108 0.8108 0 0.8108 0.0 0.8108
0.0126 3.6 14420 0.0243 0.4070 0.8140 0.8140 0 0.8140 0.0 0.8140
0.0196 3.61 14440 0.0248 0.4090 0.8181 0.8181 0 0.8181 0.0 0.8181
0.0075 3.62 14460 0.0235 0.4183 0.8366 0.8366 0 0.8366 0.0 0.8366
0.0042 3.62 14480 0.0245 0.4167 0.8335 0.8335 0 0.8335 0.0 0.8335
0.0103 3.62 14500 0.0236 0.4123 0.8245 0.8245 0 0.8245 0.0 0.8245
0.0029 3.63 14520 0.0236 0.4115 0.8231 0.8231 0 0.8231 0.0 0.8231
0.0037 3.63 14540 0.0238 0.4149 0.8299 0.8299 0 0.8299 0.0 0.8299
0.0044 3.64 14560 0.0239 0.3947 0.7895 0.7895 0 0.7895 0.0 0.7895
0.022 3.65 14580 0.0238 0.4086 0.8171 0.8171 0 0.8171 0.0 0.8171
0.008 3.65 14600 0.0242 0.4176 0.8352 0.8352 0 0.8352 0.0 0.8352
0.0456 3.66 14620 0.0244 0.4093 0.8186 0.8186 0 0.8186 0.0 0.8186
0.0093 3.66 14640 0.0238 0.4128 0.8255 0.8255 0 0.8255 0.0 0.8255
0.0211 3.67 14660 0.0255 0.4118 0.8237 0.8237 0 0.8237 0.0 0.8237
0.0089 3.67 14680 0.0253 0.4097 0.8194 0.8194 0 0.8194 0.0 0.8194
0.052 3.67 14700 0.0245 0.4096 0.8191 0.8191 0 0.8191 0.0 0.8191
0.0032 3.68 14720 0.0244 0.4108 0.8217 0.8217 0 0.8217 0.0 0.8217
0.0092 3.69 14740 0.0251 0.4242 0.8483 0.8483 0 0.8483 0.0 0.8483
0.0207 3.69 14760 0.0253 0.4148 0.8296 0.8296 0 0.8296 0.0 0.8296
0.0035 3.69 14780 0.0242 0.4134 0.8267 0.8267 0 0.8267 0.0 0.8267
0.0275 3.7 14800 0.0255 0.4292 0.8584 0.8584 0 0.8584 0.0 0.8584
0.0282 3.71 14820 0.0247 0.4063 0.8127 0.8127 0 0.8127 0.0 0.8127
0.0316 3.71 14840 0.0252 0.4036 0.8073 0.8073 0 0.8073 0.0 0.8073
0.0106 3.71 14860 0.0256 0.4280 0.8560 0.8560 0 0.8560 0.0 0.8560
0.0066 3.72 14880 0.0245 0.4216 0.8432 0.8432 0 0.8432 0.0 0.8432
0.0288 3.73 14900 0.0239 0.4081 0.8162 0.8162 0 0.8162 0.0 0.8162
0.0113 3.73 14920 0.0249 0.4127 0.8254 0.8254 0 0.8254 0.0 0.8254
0.011 3.73 14940 0.0249 0.4014 0.8028 0.8028 0 0.8028 0.0 0.8028
0.0032 3.74 14960 0.0244 0.4117 0.8234 0.8234 0 0.8234 0.0 0.8234
0.0091 3.75 14980 0.0244 0.4229 0.8457 0.8457 0 0.8457 0.0 0.8457
0.0081 3.75 15000 0.0246 0.4016 0.8031 0.8031 0 0.8031 0.0 0.8031
0.0063 3.75 15020 0.0240 0.4048 0.8097 0.8097 0 0.8097 0.0 0.8097
0.0041 3.76 15040 0.0247 0.4022 0.8043 0.8043 0 0.8043 0.0 0.8043
0.0166 3.77 15060 0.0242 0.4055 0.8111 0.8111 0 0.8111 0.0 0.8111
0.0134 3.77 15080 0.0233 0.4036 0.8072 0.8072 0 0.8072 0.0 0.8072
0.0155 3.77 15100 0.0238 0.4079 0.8158 0.8158 0 0.8158 0.0 0.8158
0.0074 3.78 15120 0.0251 0.4024 0.8047 0.8047 0 0.8047 0.0 0.8047
0.0191 3.79 15140 0.0258 0.4235 0.8470 0.8470 0 0.8470 0.0 0.8470
0.0038 3.79 15160 0.0245 0.4110 0.8220 0.8220 0 0.8220 0.0 0.8220
0.029 3.79 15180 0.0245 0.4149 0.8297 0.8297 0 0.8297 0.0 0.8297
0.0259 3.8 15200 0.0248 0.4088 0.8177 0.8177 0 0.8177 0.0 0.8177
0.0123 3.81 15220 0.0247 0.4056 0.8113 0.8113 0 0.8113 0.0 0.8113
0.0035 3.81 15240 0.0249 0.4088 0.8175 0.8175 0 0.8175 0.0 0.8175
0.0215 3.81 15260 0.0248 0.4110 0.8220 0.8220 0 0.8220 0.0 0.8220
0.0128 3.82 15280 0.0252 0.4279 0.8558 0.8558 0 0.8558 0.0 0.8558
0.0284 3.83 15300 0.0243 0.4159 0.8318 0.8318 0 0.8318 0.0 0.8318
0.0379 3.83 15320 0.0242 0.4147 0.8294 0.8294 0 0.8294 0.0 0.8294
0.0033 3.83 15340 0.0245 0.4153 0.8307 0.8307 0 0.8307 0.0 0.8307
0.0068 3.84 15360 0.0247 0.4149 0.8298 0.8298 0 0.8298 0.0 0.8298
0.0074 3.84 15380 0.0250 0.4228 0.8456 0.8456 0 0.8456 0.0 0.8456
0.0195 3.85 15400 0.0256 0.4127 0.8253 0.8253 0 0.8253 0.0 0.8253
0.0095 3.85 15420 0.0272 0.4152 0.8304 0.8304 0 0.8304 0.0 0.8304
0.0246 3.86 15440 0.0274 0.4100 0.8200 0.8200 0 0.8200 0.0 0.8200
0.0334 3.87 15460 0.0257 0.4164 0.8328 0.8328 0 0.8328 0.0 0.8328
0.0054 3.87 15480 0.0255 0.4175 0.8350 0.8350 0 0.8350 0.0 0.8350
0.0219 3.88 15500 0.0256 0.4047 0.8093 0.8093 0 0.8093 0.0 0.8093
0.0451 3.88 15520 0.0255 0.4192 0.8383 0.8383 0 0.8383 0.0 0.8383
0.0984 3.88 15540 0.0248 0.4128 0.8256 0.8256 0 0.8256 0.0 0.8256
0.012 3.89 15560 0.0253 0.4194 0.8388 0.8388 0 0.8388 0.0 0.8388
0.0079 3.9 15580 0.0245 0.4064 0.8128 0.8128 0 0.8128 0.0 0.8128
0.0033 3.9 15600 0.0256 0.3992 0.7985 0.7985 0 0.7985 0.0 0.7985
0.0369 3.91 15620 0.0271 0.4066 0.8132 0.8132 0 0.8132 0.0 0.8132
0.004 3.91 15640 0.0271 0.4159 0.8318 0.8318 0 0.8318 0.0 0.8318
0.0178 3.92 15660 0.0265 0.4124 0.8249 0.8249 0 0.8249 0.0 0.8249
0.0075 3.92 15680 0.0265 0.4014 0.8028 0.8028 0 0.8028 0.0 0.8028
0.0268 3.92 15700 0.0266 0.4036 0.8073 0.8073 0 0.8073 0.0 0.8073
0.0502 3.93 15720 0.0265 0.4053 0.8105 0.8105 0 0.8105 0.0 0.8105
0.0114 3.94 15740 0.0262 0.3996 0.7993 0.7993 0 0.7993 0.0 0.7993
0.0045 3.94 15760 0.0266 0.4030 0.8060 0.8060 0 0.8060 0.0 0.8060
0.0053 3.94 15780 0.0256 0.4094 0.8188 0.8188 0 0.8188 0.0 0.8188
0.0131 3.95 15800 0.0250 0.4162 0.8324 0.8324 0 0.8324 0.0 0.8324
0.001 3.96 15820 0.0255 0.4124 0.8248 0.8248 0 0.8248 0.0 0.8248
0.0064 3.96 15840 0.0251 0.4164 0.8328 0.8328 0 0.8328 0.0 0.8328
0.0021 3.96 15860 0.0247 0.4184 0.8369 0.8369 0 0.8369 0.0 0.8369
0.0001 3.97 15880 0.0247 0.4032 0.8064 0.8064 0 0.8064 0.0 0.8064
0.0201 3.98 15900 0.0245 0.4043 0.8085 0.8085 0 0.8085 0.0 0.8085
0.0219 3.98 15920 0.0237 0.4098 0.8196 0.8196 0 0.8196 0.0 0.8196
0.0026 3.98 15940 0.0246 0.4140 0.8281 0.8281 0 0.8281 0.0 0.8281
0.0071 3.99 15960 0.0239 0.4125 0.8251 0.8251 0 0.8251 0.0 0.8251
0.016 4.0 15980 0.0241 0.4120 0.8239 0.8239 0 0.8239 0.0 0.8239
0.0011 4.0 16000 0.0249 0.4111 0.8222 0.8222 0 0.8222 0.0 0.8222
0.0134 4.0 16020 0.0246 0.4145 0.8291 0.8291 0 0.8291 0.0 0.8291
0.008 4.01 16040 0.0250 0.4187 0.8373 0.8373 0 0.8373 0.0 0.8373
0.0069 4.01 16060 0.0255 0.4186 0.8371 0.8371 0 0.8371 0.0 0.8371
0.0107 4.02 16080 0.0249 0.4131 0.8262 0.8262 0 0.8262 0.0 0.8262
0.0074 4.03 16100 0.0256 0.4091 0.8183 0.8183 0 0.8183 0.0 0.8183
0.0002 4.03 16120 0.0246 0.4090 0.8181 0.8181 0 0.8181 0.0 0.8181
0.0069 4.04 16140 0.0251 0.4084 0.8169 0.8169 0 0.8169 0.0 0.8169
0.0057 4.04 16160 0.0261 0.4160 0.8320 0.8320 0 0.8320 0.0 0.8320
0.1088 4.04 16180 0.0252 0.4157 0.8315 0.8315 0 0.8315 0.0 0.8315
0.0094 4.05 16200 0.0257 0.4205 0.8411 0.8411 0 0.8411 0.0 0.8411
0.0177 4.05 16220 0.0249 0.4108 0.8216 0.8216 0 0.8216 0.0 0.8216
0.0082 4.06 16240 0.0246 0.4044 0.8088 0.8088 0 0.8088 0.0 0.8088
0.0178 4.07 16260 0.0247 0.4139 0.8279 0.8279 0 0.8279 0.0 0.8279
0.0106 4.07 16280 0.0256 0.3955 0.7909 0.7909 0 0.7909 0.0 0.7909
0.0105 4.08 16300 0.0257 0.4041 0.8082 0.8082 0 0.8082 0.0 0.8082
0.007 4.08 16320 0.0264 0.3982 0.7964 0.7964 0 0.7964 0.0 0.7964
0.0125 4.08 16340 0.0263 0.3952 0.7905 0.7905 0 0.7905 0.0 0.7905
0.0135 4.09 16360 0.0250 0.4116 0.8233 0.8233 0 0.8233 0.0 0.8233
0.0087 4.09 16380 0.0251 0.4244 0.8487 0.8487 0 0.8487 0.0 0.8487
0.0193 4.1 16400 0.0249 0.4227 0.8453 0.8453 0 0.8453 0.0 0.8453
0.0066 4.11 16420 0.0249 0.4086 0.8172 0.8172 0 0.8172 0.0 0.8172
0.0161 4.11 16440 0.0249 0.4134 0.8267 0.8267 0 0.8267 0.0 0.8267
0.0231 4.12 16460 0.0245 0.4113 0.8227 0.8227 0 0.8227 0.0 0.8227
0.0092 4.12 16480 0.0241 0.4044 0.8087 0.8087 0 0.8087 0.0 0.8087
0.0188 4.12 16500 0.0246 0.4131 0.8263 0.8263 0 0.8263 0.0 0.8263
0.0145 4.13 16520 0.0242 0.4156 0.8311 0.8311 0 0.8311 0.0 0.8311
0.0024 4.13 16540 0.0252 0.4034 0.8067 0.8067 0 0.8067 0.0 0.8067
0.0054 4.14 16560 0.0260 0.3973 0.7946 0.7946 0 0.7946 0.0 0.7946
0.005 4.14 16580 0.0241 0.4091 0.8181 0.8181 0 0.8181 0.0 0.8181
0.0083 4.15 16600 0.0246 0.4068 0.8135 0.8135 0 0.8135 0.0 0.8135
0.0071 4.16 16620 0.0243 0.4094 0.8188 0.8188 0 0.8188 0.0 0.8188
0.0206 4.16 16640 0.0241 0.4073 0.8146 0.8146 0 0.8146 0.0 0.8146
0.0121 4.17 16660 0.0250 0.4096 0.8191 0.8191 0 0.8191 0.0 0.8191
0.016 4.17 16680 0.0247 0.4159 0.8318 0.8318 0 0.8318 0.0 0.8318
0.0049 4.17 16700 0.0251 0.4120 0.8241 0.8241 0 0.8241 0.0 0.8241
0.0035 4.18 16720 0.0254 0.4119 0.8237 0.8237 0 0.8237 0.0 0.8237
0.0122 4.18 16740 0.0261 0.4061 0.8121 0.8121 0 0.8121 0.0 0.8121
0.0122 4.19 16760 0.0263 0.3943 0.7886 0.7886 0 0.7886 0.0 0.7886
0.0047 4.2 16780 0.0265 0.4010 0.8020 0.8020 0 0.8020 0.0 0.8020
0.0346 4.2 16800 0.0272 0.4074 0.8149 0.8149 0 0.8149 0.0 0.8149
0.0481 4.21 16820 0.0247 0.4098 0.8196 0.8196 0 0.8196 0.0 0.8196
0.0177 4.21 16840 0.0243 0.4092 0.8184 0.8184 0 0.8184 0.0 0.8184
0.0033 4.21 16860 0.0251 0.4061 0.8122 0.8122 0 0.8122 0.0 0.8122
0.0143 4.22 16880 0.0257 0.4091 0.8182 0.8182 0 0.8182 0.0 0.8182
0.011 4.22 16900 0.0252 0.4088 0.8176 0.8176 0 0.8176 0.0 0.8176
0.0403 4.23 16920 0.0247 0.4160 0.8321 0.8321 0 0.8321 0.0 0.8321
0.0111 4.24 16940 0.0251 0.4187 0.8375 0.8375 0 0.8375 0.0 0.8375
0.0125 4.24 16960 0.0248 0.4113 0.8225 0.8225 0 0.8225 0.0 0.8225
0.007 4.25 16980 0.0257 0.4094 0.8188 0.8188 0 0.8188 0.0 0.8188
0.0166 4.25 17000 0.0255 0.4145 0.8291 0.8291 0 0.8291 0.0 0.8291
0.0365 4.25 17020 0.0255 0.4085 0.8171 0.8171 0 0.8171 0.0 0.8171
0.0064 4.26 17040 0.0250 0.4131 0.8262 0.8262 0 0.8262 0.0 0.8262
0.0146 4.26 17060 0.0255 0.4107 0.8214 0.8214 0 0.8214 0.0 0.8214
0.024 4.27 17080 0.0257 0.4111 0.8223 0.8223 0 0.8223 0.0 0.8223
0.0058 4.28 17100 0.0252 0.4108 0.8216 0.8216 0 0.8216 0.0 0.8216
0.0052 4.28 17120 0.0255 0.4157 0.8315 0.8315 0 0.8315 0.0 0.8315
0.0055 4.29 17140 0.0249 0.4155 0.8309 0.8309 0 0.8309 0.0 0.8309
0.0016 4.29 17160 0.0255 0.4093 0.8186 0.8186 0 0.8186 0.0 0.8186
0.0064 4.29 17180 0.0261 0.3956 0.7912 0.7912 0 0.7912 0.0 0.7912
0.0093 4.3 17200 0.0252 0.4049 0.8098 0.8098 0 0.8098 0.0 0.8098
0.0117 4.3 17220 0.0250 0.4134 0.8269 0.8269 0 0.8269 0.0 0.8269
0.0208 4.31 17240 0.0252 0.4165 0.8330 0.8330 0 0.8330 0.0 0.8330
0.0036 4.32 17260 0.0256 0.4125 0.8251 0.8251 0 0.8251 0.0 0.8251
0.0075 4.32 17280 0.0251 0.4170 0.8340 0.8340 0 0.8340 0.0 0.8340
0.0058 4.33 17300 0.0259 0.4113 0.8226 0.8226 0 0.8226 0.0 0.8226
0.0118 4.33 17320 0.0259 0.4096 0.8191 0.8191 0 0.8191 0.0 0.8191
0.0224 4.33 17340 0.0260 0.4044 0.8088 0.8088 0 0.8088 0.0 0.8088
0.0102 4.34 17360 0.0255 0.4100 0.8200 0.8200 0 0.8200 0.0 0.8200
0.0075 4.34 17380 0.0249 0.4134 0.8267 0.8267 0 0.8267 0.0 0.8267
0.0138 4.35 17400 0.0251 0.4082 0.8164 0.8164 0 0.8164 0.0 0.8164
0.009 4.36 17420 0.0255 0.4078 0.8156 0.8156 0 0.8156 0.0 0.8156
0.0087 4.36 17440 0.0255 0.4140 0.8279 0.8279 0 0.8279 0.0 0.8279
0.0144 4.37 17460 0.0258 0.4192 0.8384 0.8384 0 0.8384 0.0 0.8384
0.0208 4.37 17480 0.0266 0.4066 0.8131 0.8131 0 0.8131 0.0 0.8131
0.0163 4.38 17500 0.0259 0.4074 0.8149 0.8149 0 0.8149 0.0 0.8149
0.0129 4.38 17520 0.0256 0.4082 0.8163 0.8163 0 0.8163 0.0 0.8163
0.0068 4.38 17540 0.0260 0.4123 0.8246 0.8246 0 0.8246 0.0 0.8246
0.0043 4.39 17560 0.0260 0.4104 0.8209 0.8209 0 0.8209 0.0 0.8209
0.0002 4.39 17580 0.0268 0.4039 0.8078 0.8078 0 0.8078 0.0 0.8078
0.0112 4.4 17600 0.0259 0.4037 0.8074 0.8074 0 0.8074 0.0 0.8074
0.0099 4.41 17620 0.0262 0.4153 0.8306 0.8306 0 0.8306 0.0 0.8306
0.0015 4.41 17640 0.0265 0.4195 0.8391 0.8391 0 0.8391 0.0 0.8391
0.0111 4.42 17660 0.0262 0.4091 0.8183 0.8183 0 0.8183 0.0 0.8183
0.0173 4.42 17680 0.0269 0.4160 0.8320 0.8320 0 0.8320 0.0 0.8320
0.0084 4.42 17700 0.0272 0.4106 0.8212 0.8212 0 0.8212 0.0 0.8212
0.0057 4.43 17720 0.0256 0.4071 0.8142 0.8142 0 0.8142 0.0 0.8142
0.001 4.43 17740 0.0270 0.4036 0.8072 0.8072 0 0.8072 0.0 0.8072
0.04 4.44 17760 0.0261 0.4035 0.8069 0.8069 0 0.8069 0.0 0.8069
0.0037 4.45 17780 0.0276 0.4026 0.8051 0.8051 0 0.8051 0.0 0.8051
0.0019 4.45 17800 0.0266 0.4108 0.8215 0.8215 0 0.8215 0.0 0.8215
0.0068 4.46 17820 0.0268 0.4069 0.8139 0.8139 0 0.8139 0.0 0.8139
0.0075 4.46 17840 0.0263 0.4088 0.8177 0.8177 0 0.8177 0.0 0.8177
0.0128 4.46 17860 0.0268 0.4068 0.8137 0.8137 0 0.8137 0.0 0.8137
0.0031 4.47 17880 0.0260 0.4149 0.8299 0.8299 0 0.8299 0.0 0.8299
0.0043 4.47 17900 0.0262 0.4153 0.8307 0.8307 0 0.8307 0.0 0.8307
0.0002 4.48 17920 0.0262 0.4141 0.8283 0.8283 0 0.8283 0.0 0.8283
0.0236 4.49 17940 0.0264 0.4117 0.8233 0.8233 0 0.8233 0.0 0.8233
0.0038 4.49 17960 0.0257 0.4059 0.8117 0.8117 0 0.8117 0.0 0.8117
0.0055 4.5 17980 0.0272 0.3980 0.7960 0.7960 0 0.7960 0.0 0.7960
0.0103 4.5 18000 0.0272 0.3974 0.7947 0.7947 0 0.7947 0.0 0.7947
0.0069 4.5 18020 0.0274 0.3931 0.7863 0.7863 0 0.7863 0.0 0.7863
0.0061 4.51 18040 0.0269 0.4071 0.8143 0.8143 0 0.8143 0.0 0.8143
0.0121 4.51 18060 0.0264 0.4122 0.8245 0.8245 0 0.8245 0.0 0.8245
0.0103 4.52 18080 0.0258 0.4149 0.8298 0.8298 0 0.8298 0.0 0.8298
0.0076 4.53 18100 0.0267 0.4065 0.8130 0.8130 0 0.8130 0.0 0.8130
0.0204 4.53 18120 0.0269 0.4011 0.8022 0.8022 0 0.8022 0.0 0.8022
0.0143 4.54 18140 0.0264 0.3992 0.7984 0.7984 0 0.7984 0.0 0.7984
0.0179 4.54 18160 0.0260 0.4055 0.8111 0.8111 0 0.8111 0.0 0.8111
0.0141 4.54 18180 0.0264 0.4085 0.8170 0.8170 0 0.8170 0.0 0.8170
0.0237 4.55 18200 0.0268 0.4106 0.8213 0.8213 0 0.8213 0.0 0.8213
0.0101 4.55 18220 0.0271 0.4124 0.8249 0.8249 0 0.8249 0.0 0.8249
0.0024 4.56 18240 0.0258 0.4141 0.8282 0.8282 0 0.8282 0.0 0.8282
0.0103 4.56 18260 0.0268 0.4127 0.8254 0.8254 0 0.8254 0.0 0.8254
0.0273 4.57 18280 0.0264 0.4089 0.8178 0.8178 0 0.8178 0.0 0.8178
0.0073 4.58 18300 0.0257 0.4076 0.8152 0.8152 0 0.8152 0.0 0.8152
0.0112 4.58 18320 0.0264 0.4086 0.8172 0.8172 0 0.8172 0.0 0.8172
0.0118 4.58 18340 0.0262 0.4106 0.8213 0.8213 0 0.8213 0.0 0.8213
0.0147 4.59 18360 0.0262 0.4101 0.8203 0.8203 0 0.8203 0.0 0.8203
0.0145 4.59 18380 0.0270 0.4059 0.8119 0.8119 0 0.8119 0.0 0.8119
0.0129 4.6 18400 0.0276 0.4015 0.8030 0.8030 0 0.8030 0.0 0.8030
0.0098 4.61 18420 0.0281 0.4006 0.8013 0.8013 0 0.8013 0.0 0.8013
0.0111 4.61 18440 0.0278 0.4058 0.8116 0.8116 0 0.8116 0.0 0.8116
0.0083 4.62 18460 0.0267 0.4108 0.8215 0.8215 0 0.8215 0.0 0.8215
0.0129 4.62 18480 0.0272 0.4145 0.8290 0.8290 0 0.8290 0.0 0.8290
0.0113 4.62 18500 0.0268 0.4147 0.8294 0.8294 0 0.8294 0.0 0.8294
0.0007 4.63 18520 0.0272 0.4112 0.8223 0.8223 0 0.8223 0.0 0.8223
0.003 4.63 18540 0.0261 0.4128 0.8257 0.8257 0 0.8257 0.0 0.8257
0.0142 4.64 18560 0.0264 0.4087 0.8174 0.8174 0 0.8174 0.0 0.8174
0.0158 4.64 18580 0.0266 0.4053 0.8105 0.8105 0 0.8105 0.0 0.8105
0.0367 4.65 18600 0.0259 0.4124 0.8248 0.8248 0 0.8248 0.0 0.8248
0.0084 4.66 18620 0.0257 0.4147 0.8295 0.8295 0 0.8295 0.0 0.8295
0.0124 4.66 18640 0.0264 0.4126 0.8252 0.8252 0 0.8252 0.0 0.8252
0.004 4.67 18660 0.0268 0.4182 0.8364 0.8364 0 0.8364 0.0 0.8364
0.0027 4.67 18680 0.0275 0.4120 0.8241 0.8241 0 0.8241 0.0 0.8241
0.0031 4.67 18700 0.0268 0.4097 0.8194 0.8194 0 0.8194 0.0 0.8194
0.0264 4.68 18720 0.0282 0.4061 0.8123 0.8123 0 0.8123 0.0 0.8123
0.0061 4.69 18740 0.0274 0.4049 0.8098 0.8098 0 0.8098 0.0 0.8098
0.0041 4.69 18760 0.0274 0.4026 0.8052 0.8052 0 0.8052 0.0 0.8052
0.0053 4.7 18780 0.0271 0.4041 0.8083 0.8083 0 0.8083 0.0 0.8083
0.0231 4.7 18800 0.0268 0.4048 0.8097 0.8097 0 0.8097 0.0 0.8097
0.0092 4.71 18820 0.0261 0.4075 0.8150 0.8150 0 0.8150 0.0 0.8150
0.0483 4.71 18840 0.0259 0.4070 0.8139 0.8139 0 0.8139 0.0 0.8139
0.0026 4.71 18860 0.0267 0.4029 0.8057 0.8057 0 0.8057 0.0 0.8057
0.0108 4.72 18880 0.0256 0.4047 0.8094 0.8094 0 0.8094 0.0 0.8094
0.0016 4.72 18900 0.0257 0.4072 0.8144 0.8144 0 0.8144 0.0 0.8144
1.1807 4.73 18920 0.0264 0.3997 0.7993 0.7993 0 0.7993 0.0 0.7993
0.0085 4.74 18940 0.0267 0.4035 0.8069 0.8069 0 0.8069 0.0 0.8069
0.0052 4.74 18960 0.0265 0.4104 0.8209 0.8209 0 0.8209 0.0 0.8209
0.0206 4.75 18980 0.0262 0.4062 0.8124 0.8124 0 0.8124 0.0 0.8124
0.0103 4.75 19000 0.0265 0.4080 0.8161 0.8161 0 0.8161 0.0 0.8161
0.0197 4.75 19020 0.0271 0.4081 0.8162 0.8162 0 0.8162 0.0 0.8162
0.0043 4.76 19040 0.0269 0.4139 0.8278 0.8278 0 0.8278 0.0 0.8278
0.0098 4.76 19060 0.0268 0.4115 0.8231 0.8231 0 0.8231 0.0 0.8231
0.016 4.77 19080 0.0261 0.4127 0.8254 0.8254 0 0.8254 0.0 0.8254
0.0065 4.78 19100 0.0271 0.4098 0.8195 0.8195 0 0.8195 0.0 0.8195
0.0084 4.78 19120 0.0260 0.4095 0.8190 0.8190 0 0.8190 0.0 0.8190
0.0035 4.79 19140 0.0266 0.4081 0.8161 0.8161 0 0.8161 0.0 0.8161
0.0126 4.79 19160 0.0268 0.4084 0.8167 0.8167 0 0.8167 0.0 0.8167
0.0015 4.79 19180 0.0273 0.4080 0.8159 0.8159 0 0.8159 0.0 0.8159
0.0127 4.8 19200 0.0281 0.4088 0.8176 0.8176 0 0.8176 0.0 0.8176
0.011 4.8 19220 0.0269 0.4117 0.8234 0.8234 0 0.8234 0.0 0.8234
0.0096 4.81 19240 0.0272 0.4088 0.8175 0.8175 0 0.8175 0.0 0.8175
0.0147 4.81 19260 0.0265 0.4065 0.8131 0.8131 0 0.8131 0.0 0.8131
0.0039 4.82 19280 0.0277 0.4038 0.8076 0.8076 0 0.8076 0.0 0.8076
0.0168 4.83 19300 0.0264 0.4058 0.8116 0.8116 0 0.8116 0.0 0.8116
0.0088 4.83 19320 0.0268 0.4082 0.8164 0.8164 0 0.8164 0.0 0.8164
0.01 4.83 19340 0.0256 0.4106 0.8212 0.8212 0 0.8212 0.0 0.8212
0.0089 4.84 19360 0.0256 0.4118 0.8237 0.8237 0 0.8237 0.0 0.8237
0.0102 4.84 19380 0.0261 0.4120 0.8239 0.8239 0 0.8239 0.0 0.8239
0.0107 4.85 19400 0.0254 0.4112 0.8225 0.8225 0 0.8225 0.0 0.8225
0.0134 4.86 19420 0.0257 0.4169 0.8338 0.8338 0 0.8338 0.0 0.8338
0.0084 4.86 19440 0.0259 0.4125 0.8250 0.8250 0 0.8250 0.0 0.8250
0.0116 4.87 19460 0.0273 0.4102 0.8203 0.8203 0 0.8203 0.0 0.8203
0.0172 4.87 19480 0.0260 0.4101 0.8201 0.8201 0 0.8201 0.0 0.8201
0.0221 4.88 19500 0.0254 0.4101 0.8202 0.8202 0 0.8202 0.0 0.8202
0.0071 4.88 19520 0.0264 0.4080 0.8160 0.8160 0 0.8160 0.0 0.8160
0.0146 4.88 19540 0.0260 0.4064 0.8127 0.8127 0 0.8127 0.0 0.8127
0.0057 4.89 19560 0.0254 0.4104 0.8208 0.8208 0 0.8208 0.0 0.8208
0.0065 4.89 19580 0.0259 0.4076 0.8153 0.8153 0 0.8153 0.0 0.8153
0.0122 4.9 19600 0.0260 0.4085 0.8171 0.8171 0 0.8171 0.0 0.8171
0.0135 4.91 19620 0.0257 0.4075 0.8150 0.8150 0 0.8150 0.0 0.8150
0.0038 4.91 19640 0.0260 0.4054 0.8108 0.8108 0 0.8108 0.0 0.8108
0.005 4.92 19660 0.0269 0.4054 0.8108 0.8108 0 0.8108 0.0 0.8108
0.0258 4.92 19680 0.0265 0.4075 0.8150 0.8150 0 0.8150 0.0 0.8150
0.011 4.92 19700 0.0264 0.4086 0.8173 0.8173 0 0.8173 0.0 0.8173
0.008 4.93 19720 0.0263 0.4106 0.8211 0.8211 0 0.8211 0.0 0.8211
0.0254 4.94 19740 0.0260 0.4093 0.8187 0.8187 0 0.8187 0.0 0.8187
0.0045 4.94 19760 0.0261 0.4086 0.8173 0.8173 0 0.8173 0.0 0.8173
0.0041 4.95 19780 0.0268 0.4099 0.8199 0.8199 0 0.8199 0.0 0.8199
0.0069 4.95 19800 0.0265 0.4102 0.8205 0.8205 0 0.8205 0.0 0.8205
0.0153 4.96 19820 0.0267 0.4093 0.8186 0.8186 0 0.8186 0.0 0.8186
0.0177 4.96 19840 0.0274 0.4059 0.8118 0.8118 0 0.8118 0.0 0.8118
0.0072 4.96 19860 0.0272 0.4075 0.8150 0.8150 0 0.8150 0.0 0.8150
0.0077 4.97 19880 0.0251 0.4139 0.8278 0.8278 0 0.8278 0.0 0.8278
0.015 4.97 19900 0.0266 0.4084 0.8169 0.8169 0 0.8169 0.0 0.8169
0.035 4.98 19920 0.0262 0.4069 0.8138 0.8138 0 0.8138 0.0 0.8138
0.016 4.99 19940 0.0269 0.4087 0.8173 0.8173 0 0.8173 0.0 0.8173
0.0277 4.99 19960 0.0256 0.4056 0.8113 0.8113 0 0.8113 0.0 0.8113
0.013 5.0 19980 0.0275 0.4039 0.8078 0.8078 0 0.8078 0.0 0.8078
0.0229 5.0 20000 0.0260 0.4072 0.8144 0.8144 0 0.8144 0.0 0.8144

Framework versions

  • Transformers 4.35.2
  • Pytorch 2.1.1
  • Datasets 2.15.0
  • Tokenizers 0.15.0
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